LUNA PLATFORM 5 API (v.5.15.2)

Download OpenAPI specification:Download

VisionLabs Luna Platform 5 API. The API version is 6.

OpenAPI specification is the only valid document providing up-to-date information about the service API.

The specification can be used:

By documentation generation tools to visualize the API.
By code generation tools.

All the documents and code generated using this specification can include inaccuracies and should be carefully checked.

OpenAPI specification can be received using the "/docs/spec" resource. The "Accept" header should be set to "application/x-yaml".

version

get version

Get versions of services.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

Content type

application/json

{"LUNA PLATFORM": {"major": 0,
"minor": 0,
"patch": 0
},
"luna-api": {"api": 5,
"major": 3,
"minor": 1,
"patch": 2
},
"luna-events": {"api": 1,
"major": 1,
"minor": 0,
"patch": 5
},
"luna-faces": {"api": 2,
"major": 2,
"minor": 3,
"patch": 9
},
"luna-image-store-bodies-samples": {"api": 1,
"major": 2,
"minor": 1,
"patch": 11
},
"luna-image-store-faces-samples": {"api": 1,
"major": 2,
"minor": 1,
"patch": 10
},
"luna-image-store-images": {"api": 1,
"major": 2,
"minor": 1,
"patch": 13
},
"luna-handlers": {"api": 1,
"major": 1,
"minor": 0,
"patch": 0
},
"luna-tasks": {"api": 1,
"major": 1,
"minor": 0,
"patch": 13
},
"luna-matcher-proxy": {"api": 1,
"major": 1,
"minor": 0,
"patch": 0
}
}

version options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

sdk

sdk resource

Detect faces and/or human bodies and estimate attributes on the input images. After the request is performed, the received data is not saved to the database or Image Store, it is only returned in the response.

The order of input images corresponds to the order of the elements in the output JSON.

If an input image is corrupted, an error is returned for the image. The processing of the other images continues in normal mode.

query Parameters

image_type

integer

Default: 0

Enum: 0 1 2

Type of input image. 0 - raw image, 1 - face warped image, 2 - body warped image.

multiface_policy

integer (multiface_policy)

Default: 1

Enum: 0 1 2

Multiple face detection policy:

0 - do not process images with several detected faces.

If detect_body is enabled, the system will attempt to detect a human body related to the detected face. If a human body is detected, its detection will be associated with the same event as the face.

If there is no face detected in the image, no human body detections will be returned. Thus there will be no human body detection returned if detect_face is disabled.
1 - process images with several detected faces and/or human bodies.

If detect_body is enabled, all the detections of human bodies will be returned. Face detection and human body detection of the same person will be associated with the same event.

The detections of human bodies are returned even if there were no faces found.
2 - get the best face detection from the image. A single face of the best quality is detected in the image.

If detect_body is enabled, the system will attempt to detect a human body related to the detected face. If a human body is detected, its detection will be associated with the same event as the face.

If there is no face detected in the image, no human body detections will be returned. Thus there will be no human body detection returned if detect_face is disabled.

detect_face

integer

Default: 0

Enum: 0 1

Whether to detect faces on the image.

detect_body

integer

Default: 0

Enum: 0 1

Whether to detect human bodies on the image.

estimate_head_pose

integer (estimate_head_pose)

Default: 0

Enum: 0 1

Whether to estimate head pose in the image. The head pose is represented by pitch, yaw and roll angles.

Not supported with warped images (see warped_image or image_type parameter).

estimate_emotions

integer (estimate_emotions)

Default: 0

Enum: 0 1

Whether to estimate emotions in the image. The probability of the following emotions is estimated: "anger", "disgust", "fear", "happiness", "sadness", "surprise", "neutral".

estimate_mask

integer (estimate_mask)

Default: 0

Enum: 0 1

Whether to estimate mask in the image. The probability of the following masks states is estimated: "medical_mask", "missing", "occluded".

The estimated probability with the highest score is returned in the "predominant mask" parameter.

estimate_glasses

integer (estimate_glasses)

Default: 0

Enum: 0 1

Whether to estimate glasses in the image. One of the following parameters is returned: "eyeglasses", "sunglasses", "no_glasses".

estimate_liveness

integer (int01)

Default: 0

Enum: 0 1

Whether to estimate liveness in the image. The "quality" and "score" probabilities are estimated. Based on these probabilities, the following result is returned: "real", "spoof", "unknown".

Liveness V2 is utilized for this estimation. See "Administrator’s manual" for details about Liveness V2 requirements.

⚠ Webcam or selfie photos are required. Otherwise the result may be incorrect.

⚠ Liveness v.2 licensing feature is required to be enabled to perform liveness estimation.

Liveness estimation is not supported for samples (warped images). The image_type parameter should be set to "0".

estimate_landmarks68

integer (detect_landmarks68)

Default: 0

Enum: 0 1

Whether to detect basic 68-point facial landmarks in the image.

Not supported with warped images (see warped_image or image_type parameter).

estimate_landmarks5

integer (detect_landmarks5)

Default: 0

Enum: 0 1

Whether to detect basic 5-point facial landmarks in the image.

Not supported with warped images (see warped_image or image_type parameter).

estimate_quality

integer (estimate_quality)

Default: 0

Enum: 0 1

Whether to estimate input face image quality. Each of the following probabilities is estimated: "darkness", "light", "blurriness", "illumination", "specularity".

The quality factor is estimated for each probability. It's value is in the range [0..1] where 0 corresponds to low quality and 1 to high quality.

Note. Face recognition is not greatly affected by uneven illumination or high specularity.

estimate_gaze

integer (estimate_gaze)

Default: 0

Enum: 0 1

Whether to estimate gaze in the image. The gaze is represented by yaw angle and pitch angle for both eyes at once.

Not supported with warped images (see warped_image or image_type parameter).

estimate_eyes_attributes

integer (estimate_eyes_attributes)

Default: 0

Enum: 0 1

Whether to estimate eye attributes in the image. The "right_eye" and "left_eye" parameters are estimated, which contain the "state" (opened, closed or occluded) and "iris_landmarks" parameters.

estimate_mouth_attributes

integer (estimate_mouth_attributes)

Default: 0

Enum: 0 1

Whether to estimate mouth attributes in the image. Each of the following probabilities is estimated: "opened", "occluded", "smile", "score".

estimate_face_descriptor

integer (extract_descriptor)

Default: 1

Enum: 0 1

Example: estimate_face_descriptor=1

Whether to estimate face descriptor(s).

estimate_basic_attributes

integer (extract_basic_attributes)

Default: 0

Enum: 0 1

Whether to estimate face basic attributes (gender, age, ethnicity).

estimate_body_descriptor

integer (extract_descriptor)

Default: 1

Enum: 0 1

Example: estimate_body_descriptor=1

Whether to create human body descriptor(s).

estimate_body_warp

integer (estimate_body_warp)

Default: 0

Enum: 0 1

Whether to create a human body warped image in the Base64 format.

estimate_face_warp

integer (estimate_face_warp)

Default: 0

Enum: 0 1

Whether to create the face warped image in the Base64 format.

aggregate_attributes

integer (aggregate_attributes)

Default: 0

Whether to aggregate face/body attributes (descriptor for face/body and basic attributes for face), as well as mask states, emotions and liveness parameters. Aggregation will be performed only if the appropriate parameters for extracting attributes and/or estimating the mask states, emotions and liveness are enabled.

If set, all extracted attributes and mask states, emotions and liveness parameters from each image will be aggregated and displayed in the "aggregate_estimations" field of the response body as single objects for all images.

Otherwise, all extracted face/body attributes and mask states, emotions and liveness parameters from each image will be displayed in the "estimations" field of the response body as separate objects for corresponding images.

pitch_threshold

integer (pitch_threshold) [ 0 .. 180 ]

Example: pitch_threshold=180

Maximum deviation pitch angle from 0. If the estimated value is equal or less than the threshold, the image is filtered.

Remove this parameter from the query, or set the parameter value to 180 if pitch angle filtration is not required.

When the value is set to "0", all the images are filtered.

roll_threshold

integer (roll_threshold) [ 0 .. 180 ]

Example: roll_threshold=180

Maximum deviation roll angle from 0. If the estimated value is equal or less than the threshold, the image is filtered.

Remove this parameter from the query, or set the parameter value to 180 if roll angle filtration is not required.

When the value is set to "0", all the images are filtered.

yaw_threshold

integer (yaw_threshold) [ 0 .. 180 ]

Example: yaw_threshold=180

Maximum deviation yaw angle from 0. If the estimated value is equal or less than the threshold, the image is filtered.

Remove this parameter from the query, or set the parameter value to 180 if yaw angle filtration is not required.

When the value is set to "0", all the images are filtered.

score_threshold

number (score_threshold) [ 0 .. 1 ]

Default: 0

Example: score_threshold=0.7

Descriptor quality score threshold. The higher the quality score for the image, the better the extraction results.

All the attributes with a quality score below the threshold will be ignored (and not stored in the DB). The function will proceed as usual with all the remaining descriptors (if left).

Consult VisionLabs about the recommended value of this parameter.

Note! This parameter is not related to the image quality estimated in the detect request (estimate_quality request parameter).

mask_states

Array of integers (mask_states) non-empty

Items Enum: 1 2 3

Example: mask_states=2&mask_states=3

Filter by mask states.

mask state	value
missing	1
medical_mask	2
occluded	3

liveness_states

Array of integers (liveness_states) non-empty

Items Enum: 0 1 2

Example: liveness_states=1

Filter by liveness states.

liveness state	value
spoof	0
real	1
unknown	2

use_exif_info

integer

Default: 1

Enum: 0 1

Example: use_exif_info=1

Whether to try to auto orient image based on EXIF data.

The processed image should have EXIF data, otherwise auto orientation will not be performed.

Has no effect with tiff images (they're always auto oriented).

Ignored with warped images (see warped_image or image_type parameter).

header Parameters

Accept	string Enum: "application/json" "application/msgpack" Accept request header.
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Enum: "application/json" "multipart/form-data" "image/jpeg" "image/png" "image/bmp" "image/x-portable-pixmap" "image/tiff" "image/x-jpeg-base64" "image/x-png-base64" "image/x-bmp-base64" "image/x-tiff-base64" "image/x-portable-pixmap-base64"
Luna-Account-Id	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/x-portable-pixmap
image/tiff
image/x-jpeg-base64
image/x-png-base64
image/x-bmp-base64
image/x-tiff-base64
image/x-portable-pixmap-base64
multipart/form-data
application/json

string <binary>

Responses

Request samples

Payload
python
python
bash

Content type

No sample

Response samples

Content type

Example

{"images_estimations": [{"filename": "raw image",
"estimations": [{"face": {"detection": {"rect": {"x": 71,
"y": 45,
"width": 134,
"height": 178
},
"landmarks5": [[25,
25
],
[83,
83
],
[47,
47
],
[33,
33
],
[82,
82
]
],
"landmarks68": [[1,
1
],
[1,
1
],
[4,
4
],
[8,
8
],
[14,
14
],
[23,
23
],
[33,
33
],
[43,
43
],
[60,
60
],
[78,
78
],
[96,
96
],
[112,
112
],
[124,
124
],
[132,
132
],
[135,
135
],
[137,
137
],
[138,
138
],
[1,
1
],
[8,
8
],
[17,
17
],
[26,
26
],
[35,
35
],
[59,
59
],
[73,
73
],
[86,
86
],
[100,
100
],
[113,
113
],
[47,
47
],
[45,
45
],
[44,
44
],
[43,
43
],
[37,
37
],
[42,
42
],
[47,
47
],
[54,
54
],
[61,
61
],
[14,
14
],
[20,
20
],
[29,
29
],
[36,
36
],
[28,
28
],
[19,
19
],
[69,
69
],
[77,
77
],
[86,
86
],
[95,
95
],
[88,
88
],
[78,
78
],
[33,
33
],
[38,
38
],
[45,
45
],
[50,
50
],
[57,
57
],
[69,
69
],
[82,
82
],
[72,
72
],
[60,
60
],
[52,
52
],
[45,
45
],
[38,
38
],
[36,
36
],
[46,
46
],
[51,
51
],
[58,
58
],
[77,
77
],
[58,
58
],
[51,
51
],
[45,
45
]
],
"attributes": {"eyes_attributes": {"left_eye": {"iris_landmarks": [[92,
92
],
[92,
92
],
[93,
93
],
[93,
93
],
[94,
94
],
[95,
95
],
[96,
96
],
[98,
98
],
[99,
99
],
[100,
100
],
[101,
101
],
[102,
102
],
[103,
103
],
[104,
104
],
[105,
105
],
[105,
105
],
[105,
105
],
[105,
105
],
[105,
105
],
[104,
104
],
[103,
103
],
[102,
102
],
[101,
101
],
[100,
100
],
[99,
99
],
[98,
98
],
[97,
97
],
[96,
96
],
[95,
95
],
[94,
94
],
[93,
93
],
[93,
93
]
],
"state": "open"
},
"right_eye": {"iris_landmarks": [[152,
152
],
[153,
153
],
[153,
153
],
[154,
154
],
[154,
154
],
[155,
155
],
[157,
157
],
[158,
158
],
[159,
159
],
[161,
161
],
[162,
162
],
[163,
163
],
[164,
164
],
[165,
165
],
[166,
166
],
[166,
166
],
[166,
166
],
[166,
166
],
[166,
166
],
[165,
165
],
[164,
164
],
[163,
163
],
[162,
162
],
[161,
161
],
[159,
159
],
[158,
158
],
[158,
158
],
[157,
157
],
[156,
156
],
[154,
154
],
[154,
154
],
[153,
153
]
],
"state": "open"
}
},
"head_pose": {"pitch": 12.7464532852,
"roll": -2.9892115593,
"yaw": 17.7173442841
},
"gaze": {"yaw": -5.9912848473,
"pitch": -10.2646684647
},
"emotions": {"predominant_emotion": "neutral",
"estimations": {"anger": 8.682e-7,
"disgust": 1.0670000000000001e-7,
"fear": 4.386e-7,
"happiness": 0.45658952,
"sadness": 4.951e-7,
"surprise": 0.0000029291,
"neutral": 0.543405652
}
},
"mask": {"predominant_mask": "occluded",
"estimations": {"medical_mask": 0.020060448,
"missing": 0.3235525191,
"occluded": 0.6563870311
}
},
"glasses": {"glasses": "no_glasses"
},
"mouth_attributes": {"score": 0.3884400725,
"occluded": 1.4000000000000001e-9,
"smile": 0.6115599275,
"opened": 0.121500025
},
"basic_attributes": {"ethnicities": {"predominant_ethnicity": "caucasian",
"estimations": {"asian": 0.0000025556,
"indian": 6.417e-7,
"caucasian": 0.9999949932000001,
"african_american": 0.0000017718000000000001
}
},
"age": 24,
"gender": 0
},
"descriptor": {"sdk_descriptor": "ZHAAADgAAAB0k4SAf...IB6gHyAgH19fQ==",
"score": 0.7854047418000001
},
"liveness": {"prediction": "spoof",
"estimations": {"quality": 0.7361597418785095,
"score": 0.600364089012146
}
}
},
"quality": {"blurriness": 0.9769582748000001,
"dark": 0.9542820454000001,
"illumination": 0.8248310089,
"specularity": 0.8472354412,
"light": 0.8179533482
},
"warp": "/9j/4AAQSkZJRgABAQAAAQABA..C4gb+KneZD/erEHWn0/asOTzP/9k="
}
},
"body": {"detection": {"rect": {"x": 32,
"y": 4,
"width": 224,
"height": 255
},
"warp": "/9j/4AAQSkZJRgABAQAAAQABAA...CX6kdapTi1qS00f/Z",
"attributes": {"descriptor": {"sdk_descriptor": "ZHAAAGUAAAC....AfX9",
"score": 1
}
}
}
}
}
]
}
]
}

sdk options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

iso

iso resource

The resource performs a visual examination of frontal type images based on ISO/IEC 19794-5 standard. This means that the images that have passed the validation are standardized and attributes of the person's face meet the established requirements. For more information on the requirements for face attributes in the image, see ISO/IEC 19794-5 Clauses 7-10.

The output JSON contains the result of the check for each estimator. The image check is considered successful if the set of these results complies with the ISO standard.

The order of input images is corresponding to elements order in output JSON. If an image is broken, the resource will return an error for this image and other images will be correctly processed.

query Parameters

image_type	integer Default: 0 Enum: 0 1 Image type of input image. 0 - raw image, 1 - face warped image.
multiface_policy	integer (iso_multiface_policy) Default: 0 Enum: 0 1 2 multiple face detection policy: `0` - multiple face detection not allowed `1` - multiple face detection allowed `2` - get only best face detection from the image
extract_exif	integer (extract_exif) Default: 0 Enum: 0 1 Whether to extract EXIF meta information from input JPEG images. Exact output will vary since there are no mandatory requirements for both authoring software and digital cameras how to write the data. This function will only parse the tags and output their names and values as they are. Please refer to JEITA CP-3451 EXIF specification for details.

header Parameters

Accept	string Enum: "application/json" "application/msgpack" Accept request header.
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Enum: "application/json" "multipart/form-data" "image/jpeg" "image/png" "image/bmp" "image/x-portable-pixmap" "image/tiff" "image/x-jpeg-base64" "image/x-png-base64" "image/x-bmp-base64" "image/x-tiff-base64" "image/x-portable-pixmap-base64"

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/x-portable-pixmap
image/tiff
image/x-jpeg-base64
image/x-png-base64
image/x-bmp-base64
image/x-tiff-base64
image/x-portable-pixmap-base64
multipart/form-data
application/json

string <binary>

Responses

Request samples

Payload
python
python
bash

Content type

No sample

Response samples

Content type

Example

{"images": [{"filename": "raw image",
"status": 1,
"error": {"error_code": 0,
"desc": "Success",
"detail": "Success",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-0"
},
"estimations": [{"face": {"detection": {"iso": {"status": 1,
"checks": [{"name": "image_format",
"object_value": "JPEG",
"threshold_value": ["JPEG",
"JPEG2000",
"PNG"
],
"result": 1
},
{"name": "illumination_quality",
"object_value": 0.6005162000656128,
"threshold_value": {"min": 0.3,
"max": 1
},
"result": 1
},
{"name": "specularity_quality",
"object_value": 0.7662366628646851,
"threshold_value": {"min": 0.3,
"max": 1
},
"result": 1
},
{"name": "blurriness_quality",
"object_value": 0.9429352283477783,
"threshold_value": {"min": 0.61,
"max": 1
},
"result": 1
},
{"name": "dark_quality",
"object_value": 0.9020983576774597,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "light_quality",
"object_value": 0.7881984114646912,
"threshold_value": {"min": 0.57,
"max": 1
},
"result": 1
},
{"name": "head_yaw",
"object_value": 2.818983316421509,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_pitch",
"object_value": 3.816443920135498,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_roll",
"object_value": 5.434040069580078,
"threshold_value": {"min": -8,
"max": 8
},
"result": 1
},
{"name": "gaze_yaw",
"object_value": -3.773012399673462,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "gaze_pitch",
"object_value": 0.7140519022941589,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "mouth_smiling",
"object_value": 0.000290759839117527,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "mouth_occluded",
"object_value": 0.00009619363845558837,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "mouth_open",
"object_value": 0.6226108074188232,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "glasses",
"object_value": "no_glasses",
"threshold_value": ["no_glasses",
"eyeglasses"
],
"result": 1
},
{"name": "left_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "right_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "head_horizontal_center",
"object_value": 0.51,
"threshold_value": {"min": 0.45,
"max": 0.55
},
"result": 1
},
{"name": "head_vertical_center",
"object_value": 0.51,
"threshold_value": {"min": 0.3,
"max": 0.5
},
"result": 1
},
{"name": "head_width",
"object_value": 0.61,
"threshold_value": {"min": 0.5,
"max": 0.75
},
"result": 1
},
{"name": "head_height",
"object_value": 0.71,
"threshold_value": {"min": 0.6,
"max": 0.9
},
"result": 1
},
{"name": "eye_distance",
"object_value": 110,
"threshold_value": {"min": 90,
"max": null
},
"result": 1
},
{"name": "eyebrows_state",
"object_value": "neutral",
"threshold_value": ["neutral"
],
"result": 1
},
{"name": "smile_properties",
"object_value": "smile_lips",
"threshold_value": ["none"
],
"result": 0
},
{"name": "headwear_type",
"object_value": "hat",
"threshold_value": ["none"
],
"result": 0
},
{"name": "natural_light",
"object_value": 1,
"threshold_value": 1,
"result": 1
},
{"name": "radial_distortion",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "red_eyes",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "face_color_type",
"object_value": "color",
"threshold_value": ["color"
],
"result": 1
}
]
},
"rect": {"x": 108,
"y": 58,
"width": 113,
"height": 165
}
}
}
}
]
}
]
}

samples

detect faces

Detect faces in input images, create samples, and estimate face properties.

Detections can be filtered out by head pose. The pose is defined by yaw, pitch and roll angles. To specify a filtering threshold per-angle, use corresponding query parameters (yaw_threshold, pitch_threshold and roll_threshold). By default no filtering is applied.

The estimated face properties are not saved to the Faces database. They are only returned in the response.

query Parameters

multiface_policy	integer (multiface_policy) Default: 1 Enum: 0 1 2 Multiple face detection policy: `0` - multiple face detection not allowed; `1` - multiple face detection allowed; `2` - get only best face detection from the image.
estimate_head_pose	integer (estimate_head_pose) Default: 0 Enum: 0 1 Whether to estimate head pose in the image. The head pose is represented by pitch, yaw and roll angles. Not supported with warped images (see `warped_image` or `image_type` parameter).
estimate_emotions	integer (estimate_emotions) Default: 0 Enum: 0 1 Whether to estimate emotions in the image. The probability of the following emotions is estimated: "anger", "disgust", "fear", "happiness", "sadness", "surprise", "neutral".
estimate_mask	integer (estimate_mask) Default: 0 Enum: 0 1 Whether to estimate mask in the image. The probability of the following masks states is estimated: "medical_mask", "missing", "occluded". The estimated probability with the highest score is returned in the "predominant mask" parameter.
detect_landmarks68	integer (detect_landmarks68) Default: 0 Enum: 0 1 Whether to detect basic 68-point facial landmarks in the image. Not supported with warped images (see `warped_image` parameter).
extract_exif	integer (extract_exif) Default: 0 Enum: 0 1 Whether to extract EXIF meta information from input JPEG images. Exact output will vary since there are no mandatory requirements for both authoring software and digital cameras how to write the data. This function will only parse the tags and output their names and values as they are. Please refer to JEITA CP-3451 EXIF specification for details.
estimate_quality	integer (estimate_quality) Default: 0 Enum: 0 1 Whether to estimate input face image quality. Each of the following probabilities is estimated: "darkness", "light", "blurriness", "illumination", "specularity". The quality factor is estimated for each probability. It's value is in the range [0..1] where 0 corresponds to low quality and 1 to high quality. Note. Face recognition is not greatly affected by uneven illumination or high specularity.
estimate_gaze	integer (estimate_gaze) Default: 0 Enum: 0 1 Whether to estimate gaze in the image. The gaze is represented by yaw angle and pitch angle for both eyes at once. Not supported with warped images (see `warped_image` or `image_type` parameter).
estimate_eyes_attributes	integer (estimate_eyes_attributes) Default: 0 Enum: 0 1 Whether to estimate eye attributes in the image. The "right_eye" and "left_eye" parameters are estimated, which contain the "state" (opened, closed or occluded) and "iris_landmarks" parameters.
estimate_mouth_attributes	integer (estimate_mouth_attributes) Default: 0 Enum: 0 1 Whether to estimate mouth attributes in the image. Each of the following probabilities is estimated: "opened", "occluded", "smile", "score".
pitch_threshold	integer (pitch_threshold) [ 0 .. 180 ] Example: pitch_threshold=180 Maximum deviation pitch angle from 0. If the estimated value is equal or less than the threshold, the image is filtered. Remove this parameter from the query, or set the parameter value to 180 if pitch angle filtration is not required. When the value is set to "0", all the images are filtered.
roll_threshold	integer (roll_threshold) [ 0 .. 180 ] Example: roll_threshold=180 Maximum deviation roll angle from 0. If the estimated value is equal or less than the threshold, the image is filtered. Remove this parameter from the query, or set the parameter value to 180 if roll angle filtration is not required. When the value is set to "0", all the images are filtered.
yaw_threshold	integer (yaw_threshold) [ 0 .. 180 ] Example: yaw_threshold=180 Maximum deviation yaw angle from 0. If the estimated value is equal or less than the threshold, the image is filtered. Remove this parameter from the query, or set the parameter value to 180 if yaw angle filtration is not required. When the value is set to "0", all the images are filtered.
warped_image	integer (warped_image) Default: 0 Enum: 0 1 Whether an input image is a sample or not.
use_exif_info	integer Default: 1 Enum: 0 1 Example: use_exif_info=1 Whether to try to auto orient image based on EXIF data. The processed image should have EXIF data, otherwise auto orientation will not be performed. Has no effect with tiff images (they're always auto oriented). Ignored with warped images (see `warped_image` or `image_type` parameter).

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Enum: "image/jpeg" "image/png" "image/bmp" "image/x-portable-pixmap" "image/tiff" "multipart/form-data" "application/json" "image/x-jpeg-base64" "image/x-png-base64" "image/x-bmp-base64" "image/x-tiff-base64" "image/x-portable-pixmap-base64"

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/x-portable-pixmap
image/tiff
image/x-jpeg-base64
image/x-png-base64
image/x-bmp-base64
image/x-tiff-base64
image/x-portable-pixmap-base64
multipart/form-data
application/json

string <binary>

Responses

Request samples

Payload
python
python
bash

Content type

No sample

Response samples

Content type

application/json

Example

{"images": [{"filename": "face_1.jpg",
"error": {"error_code": 0,
"desc": "Success",
"detail": "Success",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-0"
},
"status": 1,
"detections": {"samples": [{"face": {"detection": {"rect": {"x": 594,
"y": 181,
"width": 678,
"height": 963
},
"landmarks5": [[169,
169
],
[454,
454
],
[325,
325
],
[227,
227
],
[466,
466
]
],
"quality": {"blurriness": 0.9740276337,
"dark": 0.9211971164,
"illumination": 0.8751303554,
"specularity": 0.9605293274,
"light": 0.8855836391
},
"attributes": {"mouth_attributes": {"opened": 0.021500025,
"occluded": 0.9998804331,
"smile": 0,
"score": 1
},
"head_pose": {"pitch": 6.7033782005,
"roll": -6.140639782,
"yaw": 3.3139002323
},
"gaze": {"yaw": 0.281270504,
"pitch": -1.0716878176
}
}
},
"url": "/6/samples/faces/f9285806-371e-4c61-be00-0424029856e3",
"sample_id": "50cccef8-3ea8-42a0-8e6d-68b90ee148f6"
}
}
],
"filtered_detections": {"face_detections": [ ]
}
}
}
]
}

detector options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

save face/body sample

Save face or body sample to the storage.

path Parameters

samples_type

required

string

Enum: "faces" "bodies"

Samples type.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Enum: "image/jpeg" "image/png" "image/bmp" "image/tiff" "image/x-portable-pixmap"

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/tiff
image/x-portable-pixmap

One of

string <binary> (face_sample)

Image generated by VisionLabs algorithms.

Responses

Request samples

python
python
python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("face_warp.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/samples/faces"
response = requests.post(url, data=image, headers=headers)

print(response.status_code)
print(response.json())

Response samples

201
400
403
500

Content type

application/json

{"sample_id": "b5d6fd45-fcca-453d-ac05-3e594054b813",
"url": "/6/samples/bodies/b5d6fd45-fcca-453d-ac05-3e594054b813"
}

face/body samples options

Get options for the resource.

path Parameters

samples_type

required

string

Enum: "faces" "bodies"

Samples type.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get face/body sample

Get face or body sample by ID.

path Parameters

samples_type required	string Enum: "faces" "bodies" Samples type.
sample_id required	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("face_warp.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/samples/faces"
sampleId = requests.post(url, data=image, headers=headers).json()["sample_id"]

# get sample
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/samples/faces/{sampleId}"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"error_code": 13003,
"desc": "Object not found",
"detail": "Image with id '7acc35cf-a3b2-4f87-8d8b-5496a2782d37' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13003"
}

check if face/body sample exists

Check if face or body sample with sample_id exists.

path Parameters

samples_type required	string Enum: "faces" "bodies" Samples type.
sample_id required	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("face_warp.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/samples/faces"
sampleId = requests.post(url, data=image, headers=headers).json()["sample_id"]

# get sample
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/samples/faces/{sampleId}"
response = requests.head(url, headers=headers)

print(response.status_code)

remove face/body sample

Remove face or body sample by ID.

path Parameters

samples_type required	string Enum: "faces" "bodies" Samples type.
sample_id required	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("face_warp.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/samples/faces"
sampleId = requests.post(url, data=image, headers=headers).json()["sample_id"]

# get sample
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/samples/faces/{sampleId}"
response = requests.delete(url, headers=headers)

print(response.status_code)

Response samples

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

face/body sample options

Get options for the resource.

path Parameters

samples_type required	string Enum: "faces" "bodies" Samples type.
sample_id required	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

Content type

application/json

{"error_code": 13003,
"desc": "Object not found",
"detail": "Image with id '7acc35cf-a3b2-4f87-8d8b-5496a2782d37' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13003"
}

get sample | previous version Deprecated

Get sample by ID using previous API version.

path Parameters

sample_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Response samples

Content type

application/json

{"error_code": 13003,
"desc": "Object not found",
"detail": "Image with id '7acc35cf-a3b2-4f87-8d8b-5496a2782d37' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13003"
}

check if sample exists | previous version Deprecated

Check if face or body sample with sample_id exists using previous API version.

path Parameters

sample_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

remove sample | previous version Deprecated

Remove sample by ID using previous API version.

path Parameters

sample_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Response samples

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

sample options | previous version Deprecated

Get options for the resource using previous API version.

path Parameters

sample_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

Content type

application/json

{"error_code": 13003,
"desc": "Object not found",
"detail": "Image with id '7acc35cf-a3b2-4f87-8d8b-5496a2782d37' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13003"
}

get sample | legacy Deprecated

Get a face sample by ID.

path Parameters

sample_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Response samples

Content type

application/json

{"error_code": 13003,
"desc": "Object not found",
"detail": "Image with id '7acc35cf-a3b2-4f87-8d8b-5496a2782d37' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13003"
}

check if face sample exists | legacy Deprecated

Check if face sample with sample_id exists.

path Parameters

sample_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

remove face sample | legacy Deprecated

Remove sample by ID.

path Parameters

sample_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Response samples

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

face sample options | legacy Deprecated

Get options for the resource.

path Parameters

sample_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

Content type

application/json

{"error_code": 13003,
"desc": "Object not found",
"detail": "Image with id '7acc35cf-a3b2-4f87-8d8b-5496a2782d37' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13003"
}

images

create images

Save images with unique ID.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Enum: "image/jpeg" "image/png" "image/bmp" "image/tiff" "image/x-portable-pixmap" Type of transferring image.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/tiff
image/x-portable-pixmap

string <binary> (binary_image)

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("face_warp.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/images"
response = requests.post(url, data=image, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"image_id": "141d2706-8baf-433b-82eb-8c7fada847da",
"url": "/6/images/141d2706-8baf-433b-82eb-8c7fada847da"
}

images options

get options for the resource

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

check if image exists

Check if image with image_id exists.

path Parameters

image_id

required

string <uuid> (image_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 141d2706-8baf-433b-82eb-8c7fada847da

Image ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("face_warp.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/images"
imageId = requests.post(url, data=image, headers=headers).json()["image_id"]

# get image
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/images/{imageId}"
response = requests.head(url, headers=headers)

print(response.status_code)

Response samples

408
413
500
503

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

delete image

Delete an image.

path Parameters

image_id

required

string <uuid> (image_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 141d2706-8baf-433b-82eb-8c7fada847da

Image ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("face_warp.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/images"
imageId = requests.post(url, data=image, headers=headers).json()["image_id"]

# get image
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/images/{imageId}"
response = requests.delete(url, headers=headers)

print(response.status_code)

Response samples

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

get image

Receive an origin image.

path Parameters

image_id

required

string <uuid> (image_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 141d2706-8baf-433b-82eb-8c7fada847da

Image ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("face_warp.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/images"
imageId = requests.post(url, data=image, headers=headers).json()["image_id"]

# get image
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/images/{imageId}"
response = requests.get(url, headers=headers)

print(response.status_code)

Response samples

404
408
413
500
503

Content type

application/json

{"error_code": 13003,
"desc": "Object not found",
"detail": "Image with id '7acc35cf-a3b2-4f87-8d8b-5496a2782d37' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13003"
}

image options

Get options for the resource.

path Parameters

image_id

required

string <uuid> (image_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 141d2706-8baf-433b-82eb-8c7fada847da

Image ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

objects

create objects

Save object with unique ID.

header Parameters

Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type required	string Enum: "application/json" "application/pdf" "application/zip" "text/plain" Type of transferring information, available - `text`, `json`, `zip`, `pdf`.

Request Body schema:
application/json
application/json
text/plain
application/zip
application/pdf

string (application_json)

Content type is application/json.

Responses

Request samples

Payload
python
python
bash

Content type

{"content": "json"
}

Response samples

201
400
403
415
500

Content type

application/json

{"object_id": "141d2706-8baf-433b-82eb-8c7fada847da",
"url": "/6/objects/141d2706-8baf-433b-82eb-8c7fada847da"
}

objects options

get options for the resource

header Parameters

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get object

receiving objects

path Parameters

object_id

required

string <uuid> (object_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 141d2706-8baf-433b-82eb-8c7fada847da

Object ID.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Accept	string (objects_accept) Enum: "application/json" "text/plain" "application/zip" "application/pdf" Acceptable type of receiving data.
Luna-Account-Id	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create objects
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "text/plain",
}

url = f"{baseUri}/objects"
objectId = requests.post(url, data="example", headers=headers).json()["object_id"]

# get object
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/objects/{objectId}"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.text)

Response samples

200
400
404
406
500

Content type

{"json": "example"
}

check if object exists

Check if object with object_id exists.

path Parameters

object_id

required

string <uuid> (object_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 141d2706-8baf-433b-82eb-8c7fada847da

Object ID.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Accept	string (objects_accept) Enum: "application/json" "text/plain" "application/zip" "application/pdf" Acceptable type of receiving data.
Luna-Account-Id	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create object
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "text/plain",
}

url = f"{baseUri}/objects"
objectId = requests.post(url, data="example", headers=headers).json()["object_id"]

# check objects
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/objects/{objectId}"
response = requests.head(url, headers=headers)

print(response.status_code)

Response samples

404
500

Content type

application/json

{"error_code": 13007,
"desc": "Object not found",
"detail": "Object with id '7acc35cf-a3b2-4f87-8d8b-5496a2782d37' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13007"
}

delete object

Delete object

path Parameters

object_id

required

string <uuid> (object_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 141d2706-8baf-433b-82eb-8c7fada847da

Object ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create object
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "text/plain",
}

url = f"{baseUri}/objects"
objectId = requests.post(url, data="example", headers=headers).json()["object_id"]

# get object
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/objects/{objectId}"
response = requests.delete(url, headers=headers)

print(response.status_code)

Response samples

403
404
500

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

object options

get options for the resource

path Parameters

object_id

required

string <uuid> (object_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 141d2706-8baf-433b-82eb-8c7fada847da

Object ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

attributes

extract attributes

Extract descriptors and basic attributes from samples.

All the extracted attributes are temporary.

Temporary attributes have a TTL (time to live) and will be removed from the database after the specified period.

query Parameters

score_threshold	number (score_threshold) [ 0 .. 1 ] Default: 0 Example: score_threshold=0.7 Descriptor quality score threshold. The higher the quality score for the image, the better the extraction results. All the attributes with a quality score below the threshold will be ignored (and not stored in the DB). The function will proceed as usual with all the remaining descriptors (if left). Consult VisionLabs about the recommended value of this parameter. Note! This parameter is not related to the image quality estimated in the detect request (`estimate_quality` request parameter).
extract_descriptor	integer (extract_descriptor) Default: 1 Enum: 0 1 Example: extract_descriptor=1 Whether to extract face descriptor(s).
extract_basic_attributes	integer (extract_basic_attributes) Default: 0 Enum: 0 1 Whether to extract basic attributes (gender, age, ethnicity).
aggregate_attributes	integer (aggregate_attributes) Default: 0 Whether to aggregate face attributes (descriptor and basic attributes). Aggregation will only be performed together with the `extract_descriptor` and/or `extract_basic_attributes` parameters. If set, all extracted attributes from each image will be aggregated and stored as single objects. Otherwise, all extracted attributes from each image will be stored for each sample as separate objects.
ttl	integer [ 1 .. 86400 ] Default: 300 Lifetime for temporary attribute (seconds).

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

Array ()

string <uuid> (sample_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Sample ID.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

["f9f03668-27e3-4e23-9b55-681e5927905e",
"4967ccb7-b521-43b5-93ba-a0d266631bb2",
"dd98cf9c-ddf3-4962-a3c5-e8bd540a4fc7"
]

Response samples

Content type

application/json

Example

[{"samples": ["f9f03668-27e3-4e23-9b55-681e5927905e"
],
"attribute_id": "3917e7a6-2f62-4151-905a-a5d786fcaf0b",
"url": "/6/attributes/3917e7a6-2f62-4151-905a-a5d786fcaf0b",
"basic_attributes": {"ethnicities": {"predominant_ethnicity": "caucasian",
"estimations": {"asian": 9.823425273225439e-8,
"indian": 0.000015799123502802104,
"caucasian": 0.9999819993972778,
"african_american": 0.000002058620793832233
}
},
"age": 19,
"gender": 0
},
"score": 0.9949966669082642
},
{"samples": ["4967ccb7-b521-43b5-93ba-a0d266631bb2"
],
"attribute_id": "87737317-9c75-46b3-a0cc-6cd2b258e027",
"url": "/6/attributes/87737317-9c75-46b3-a0cc-6cd2b258e027",
"basic_attributes": {"ethnicities": {"predominant_ethnicity": "caucasian",
"estimations": {"asian": 0.000002390194367762888,
"indian": 1.3357706052374851e-8,
"caucasian": 0.9999673366546631,
"african_american": 0.000030240154956118204
}
},
"age": 23,
"gender": 0
},
"score": 0.998572826385498
},
{"samples": [ ],
"attribute_id": null,
"url": null,
"filter": {"is_filtered": true,
"filter_reasons": [{"filter_name": "score_threshold",
"object_value": 0.8610286712646484,
"threshold_value": 0.9
}
]
}
}
]

extractor options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

create temporary attribute

New temporary attributes creation.

Note. Use this request when you need to add basic attributes or descriptors from external storage. Otherwise, use the extract attributes request.

All the extracted attributes are temporary.

Temporary attributes have a TTL (time to live) and will be removed from the database after the specified period.

query Parameters

ttl	integer [ 1 .. 86400 ] Default: 300 Lifetime for temporary attribute (seconds).

header Parameters

Content-Type	string Enum: "application/json" "multipart/form-data" Content type is `application/json` or `multipart/form-data`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Request Body schema:
application/json
application/json
multipart/form-data

One of

required	Array of descriptor_data (object) or sdk_descriptor_base64 (string) (face_descriptors) non-empty List of descriptors with versions. Each descriptor is aggregated from the provided samples.
face_descriptor_samples	Array of strings <uuid> (attributes_samples) >= 0 items unique Default: [] List of uniqie sample IDs which are resources for the estimated attributes. WARNING: if the user does not set any attributes samples, faces with such attributes will be skipped during the process of updating attributes using new estimation algorithm.
required	object (basic_attributes) Basic attributes.
basic_attributes_samples	Array of strings <uuid> (attributes_samples) >= 0 items unique Default: [] List of uniqie sample IDs which are resources for the estimated attributes. WARNING: if the user does not set any attributes samples, faces with such attributes will be skipped during the process of updating attributes using new estimation algorithm.

Responses

Request samples

Payload
python
python
bash

Content type

Example

{"face_descriptors": [{"descriptor": "2xQ2gprbMUePw1s9gw9fvA==",
"version": 46
},
{"descriptor": "1xWqdsdwew32fsdsdw1s9gw9fvA==",
"version": 56
}
],
"face_descriptor_samples": ["ee4c42b6-23ae-410e-a2aa-a4220e64ba4b",
"e909cfbe-29d3-44ed-a949-6cb700b89eba"
],
"basic_attributes": {"age": 29,
"gender": 1,
"ethnicity": 4
},
"basic_attributes_samples": ["ee4c42b6-23ae-410e-a2aa-a4220e64ba4b",
"e909cfbe-29d3-44ed-a949-6cb700b89eba"
]
}

Response samples

Content type

application/json

{"attribute_id": "b5d6fd45-fcca-453d-ac05-3e594054b813",
"url": "/6/attributes/b5d6fd45-fcca-453d-ac05-3e594054b813"
}

get temporary attributes

Get temporary attributes by IDs.

For each attribute:

If the attribute TTL has not expired, the attribute data is returned.
If the TTL has expired, no data is returned for this attribute in the response.

query Parameters

attribute_ids required	string <list of uuid> Comma-separated list of attribute IDs.
targets	string <comma-separated items> Default: "create_time, attribute_id, account_id, face_descriptor_samples, basic_attributes_samples, face_descriptor, basic_attributes_samples" Example: targets=basic_attributes,basic_attributes_samples,account_id Comma-separated list of temporary attributes targets. All targets are available by default.
descriptor_version	integer (descriptor_version) Enum: 46 52 54 56 57 58 59 Example: descriptor_version=56 Descriptor version returned in the response. By default, the LUNA PLATFORM default descriptor version is used.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create attribute
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "basic_attributes": {
        "age": 29,
        "gender": 0,
        "ethnicity": 3,
    },
}

url = f"{baseUri}/attributes"
attributeId = requests.post(url, json=payload, headers=headers).json()["attribute_id"]

# get attributes
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

params = {
    "attribute_ids": [
        attributeId,
    ],
    "targets": "basic_attributes,basic_attributes_samples,account_id",
}

url = f"{baseUri}/attributes"
response = requests.get(
    url, headers=headers, params=params
)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

Example

{"attributes": [{"create_time": "2021-08-11T14:57:18.416928+03:00",
"attribute_id": "7fdf9225-3c06-4c21-b774-8bea99bcce20",
"account_id": "0d1cc36e-d719-4f54-8abe-4e5e0cb1f43c",
"face_descriptor_samples": ["0d1cc36e-d719-4f54-8abe-4e5e0cb1f43c",
"2f1cbb34-12e5-486c-8f7f-57273053c32d"
],
"basic_attributes_samples": ["00000000-0000-4000-8000-000000000000"
],
"face_descriptor": "2xQ2gprbMUePw1s9gw9fvA==",
"basic_attributes": {"age": 33,
"gender": 1,
"ethnicity": 3
}
}
]
}

temporary attributes options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get temporary attribute

Get temporary attribute by ID.

If the attribute TTL has not expired, the attribute data is returned.

Otherwise, the "Attributes not found" error is returned.

path Parameters

attribute_id

required

string <uuid> (attribute_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: b668c4a5-2191-476e-a261-3b4f9ce2e25e

ID of the temporary attribute.

query Parameters

descriptor_version	integer (descriptor_version) Enum: 46 52 54 56 57 58 59 Example: descriptor_version=56 Descriptor version returned in the response. By default, the LUNA PLATFORM default descriptor version is used.
targets	string <comma-separated items> Default: "create_time, attribute_id, account_id, face_descriptor_samples, basic_attributes_samples, face_descriptor, basic_attributes_samples" Example: targets=basic_attributes,basic_attributes_samples,account_id Comma-separated list of temporary attributes targets. All targets are available by default.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create attribute
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "basic_attributes": {
        "age": 29,
        "gender": 1,
        "ethnicity": 3,
    },
}

url = f"{baseUri}/attributes"
attributeId = requests.post(url, json=payload, headers=headers).json()["attribute_id"]

# get attributes
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/attributes/{attributeId}"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

Example

{"create_time": "2021-08-11T14:57:18.416928+03:00",
"attribute_id": "7fdf9225-3c06-4c21-b774-8bea99bcce20",
"account_id": "0d1cc36e-d719-4f54-8abe-4e5e0cb1f43c",
"face_descriptor_samples": ["0d1cc36e-d719-4f54-8abe-4e5e0cb1f43c",
"2f1cbb34-12e5-486c-8f7f-57273053c32d"
],
"basic_attributes_samples": ["00000000-0000-4000-8000-000000000000"
],
"face_descriptor": "2xQ2gprbMUePw1s9gw9fvA==",
"basic_attributes": {"age": 33,
"gender": 1,
"ethnicity": 3
}
}

check temporary attribute

Check if temporary attribute with attribute_id exists.

path Parameters

attribute_id

required

string <uuid> (attribute_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: b668c4a5-2191-476e-a261-3b4f9ce2e25e

ID of the temporary attribute.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create attribute
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "basic_attributes": {
        "age": 29,
        "gender": 1,
        "ethnicity": 3,
    },
}

url = f"{baseUri}/attributes"
attributeId = requests.post(url, json=payload, headers=headers).json()["attribute_id"]

# get attributes
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/attributes/{attributeId}"
response = requests.head(url, headers=headers)

print(response.status_code)

delete attribute

Delete the attribute by its ID.

path Parameters

attribute_id

required

string <uuid> (attribute_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: b668c4a5-2191-476e-a261-3b4f9ce2e25e

ID of the temporary attribute.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

# create attribute
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "basic_attributes": {
        "age": 29,
        "gender": 1,
        "ethnicity": 3,
    },
}

url = "http://127.0.0.1:5000/6/attributes"
attributeId = requests.post(url, json=payload, headers=headers).json()["attribute_id"]

# get attributes
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"http://127.0.0.1:5000/6/attributes/{attributeId}"
response = requests.delete(url, headers=headers)

print(response.status_code)

Response samples

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

temporary attributes attribute options

Get options for the resource.

path Parameters

attribute_id

required

string <uuid> (attribute_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: b668c4a5-2191-476e-a261-3b4f9ce2e25e

ID of the temporary attribute.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get temporary attribute samples

Get all the temporary attribute samples by the attribute ID.

If the attribute TTL has not expired, the attribute data is returned.

Otherwise, the "Attributes not found" error is returned.

path Parameters

attribute_id

required

string <uuid> (attribute_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: b668c4a5-2191-476e-a261-3b4f9ce2e25e

ID of the temporary attribute.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("image.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/detector"
sampleId = requests.post(url, data=image, headers=headers).json()["images"][0]["detections"]["samples"][0]["face"]["sample_id"]

# exreact attr
# create attribute
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "basic_attributes": {
        "age": 29,
        "gender": 1,
        "ethnicity": 3,
    },
    "basic_attributes_samples": [
        sampleId,
    ],
}

url = f"{baseUri}/attributes"
attributeId = requests.post(url, json=payload, headers=headers).json()["attribute_id"]

# get attributes by id
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/attributes/{attributeId}/samples"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"samples": ["0d1cc36e-d719-4f54-8abe-4e5e0cb1f43c",
"2f1cbb34-12e5-486c-8f7f-57273053c32d"
]
}

faces

create face

Create new face.

The face can be attached to one or several lists.

You can create new face using a temporary attribute ID or using external attribute data (descriptors and/or basic attributes).

You can also create the face without any attributes specified.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Enum: "application/json" "application/msgpack" Format of a request body data.

Request Body schema:
application/json
application/json
application/msgpack

	attribute_set_by_attribute_id (object) or (attribute_no_account (attribute_with_descriptors_and_basic_attributes_no_account (object) or attribute_with_basic_attributes_no_account (object) or attribute_with_descriptors_no_account (object))) (face_attribute) Face attributes. You can specify attributes for the face using one of several ways: by specifying the attribute ID of a temporary attribute by specifying descriptors and basic attributes (with or without samples) by specifying descriptors (with or without samples) by specifying basic attributes (with or without samples) The last three ways are used when you need to create the face using data stored in external storage.
external_id	string (face_external_id) <= 36 characters Default: "" User-defined external ID for the face. External ID can be used to link several faces which belong to one person.
user_data	string (face_user_data) <= 128 characters Default: "" User data associated with face.
avatar	string <uri-reference> (avatar) <= 256 characters Default: "" Avatar is a visual representation of the face. The avatar can be used in the user interface. You can use a sample or an external image as the avatar.
lists	Array of strings <uuid> (list_id) non-empty Lists for linking face with them.
event_id	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... The event ID associated with the face creation.

Responses

Request samples

Payload
python
python
bash

Content type

Example

{"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"attribute": {"attribute_id": "b4a40d88-8998-4e19-8cc8-be894a1ceb5e"
},
"user_data": "some_string",
"lists": ["234fc28c-a767-42fc-a0c2-e01ad00b5c59",
"c2a09aff-0116-41cf-a7c7-91631d40d0c2"
],
"avatar": "https://upload.wikimedia.org/wikipedia/commons/thumb/2/2d/Yfke-sturm-1326186044.jpg/800px-Yfke-sturm-1326186044.jpg",
"event_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515"
}

Response samples

Content type

application/json

{"face_id": "b5d6fd45-fcca-453d-ac05-3e594054b813",
"url": "/6/faces/b5d6fd45-fcca-453d-ac05-3e594054b813"
}

get faces

Get faces according to filters.

query Parameters

page	integer >= 1 Default: 1 Page number.
page_size	integer [ 1 .. 100 ] Default: 10 Number of items on page.
create_time__lt	string <date-time> (time) Example: create_time__lt=2018-08-11T09:11:41.674Z Upper bound for object create_time.
create_time__gte	string <date-time> (time) Example: create_time__gte=2018-08-11T09:11:41.674Z Lower included bound for object create_time.
event_id	string <uuid> (event_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: event_id=8950722f-3fd4-4223-b48f-03f95f0e8dfb Event ID associated with the face creation.
face_id__lt	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: face_id__lt=8950722f-3fd4-4223-b48f-03f95f0e8dfb Face ID upper excluded bound
face_id__gte	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: face_id__gte=8950722f-3fd4-4223-b48f-03f95f0e8dfb Face ID lower included bound
face_ids	string <list of uuid> Example: face_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381 Comma-separated list of face IDs.
external_ids	string Example: external_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381 Comma-separated list of external IDs.
user_data	string Example: user_data=user_data_text Find all objects with `user_data` similar to this parameter. You can specify only part of the `user_data` value for this filter.
list_id	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: list_id=557d54ec-29ad-4f3c-93b4-c9092ef12515 List ID that contains faces.
targets	string Enum: "face_id" "account_id" "event_id" "user_data" "create_time" "external_id" "avatar" "lists" Example: targets=face_id,user_data Comma-separated list of face fields. If set, each face from result will contain only specified fields, otherwise, faces with all the fields will be returned.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces"
params = {
    "create_time__gte": "2018-08-11T09:11:41.674Z",
    "user_data": "face",
    "targets": "face_id,account_id,event_id,user_data,create_time",
}

response = requests.get(url, headers=headers, params=params)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"faces": [{"face_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c6",
"account_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"event_id": "f9687459-986b-406d-9c1f-0d6289be5256",
"user_data": "fox1991",
"create_time": "2018-08-11T09:11:41.674Z",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"avatar": "https://st.kp.yandex.net/images/actor_iphone/iphone360_460188.jpg",
"lists": ["429b0e78-4616-426a-b57f-02baa72d638d",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
]
}
]
}

delete faces

Delete several faces.

query Parameters

ignore

integer (int01)

Default: 0

Enum: 0 1

Whether to ignore the error if the face to be deleted does not exist.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

face_ids

required

Array of strings <uuid> (face_id) non-empty

Comma-separated list of face IDs for removal.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"face_ids": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
]
}

Response samples

Content type

application/json

{"error_code": 12022,
"desc": "Bad/incomplete input data",
"detail": "Failed to validate input json. Path: '',  message: 'Additional properties are not allowed ('faces' was unexpected)'",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12022"
}

faces options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get face count

Count faces according to the filters.

query Parameters

create_time__lt	string <date-time> (time) Example: create_time__lt=2018-08-11T09:11:41.674Z Upper bound for object create_time.
create_time__gte	string <date-time> (time) Example: create_time__gte=2018-08-11T09:11:41.674Z Lower included bound for object create_time.
face_ids	string <list of uuid> Example: face_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381 Comma-separated list of face IDs.
face_id__lt	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: face_id__lt=8950722f-3fd4-4223-b48f-03f95f0e8dfb Face ID upper excluded bound
face_id__gte	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: face_id__gte=8950722f-3fd4-4223-b48f-03f95f0e8dfb Face ID lower included bound
event_id	string <uuid> (event_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: event_id=8950722f-3fd4-4223-b48f-03f95f0e8dfb Event ID associated with the face creation.
external_ids	string Example: external_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381 Comma-separated list of external IDs.
user_data	string Example: user_data=user_data_text Find all objects with `user_data` similar to this parameter. You can specify only part of the `user_data` value for this filter.
list_id	string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: list_id=557d54ec-29ad-4f3c-93b4-c9092ef12515 List ID that contains faces.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces/count"
params = {
    "create_time__gte": "2018-08-11T09:11:41.674Z",
    "user_data": "face",
}
response = requests.get(url, headers=headers, params=params)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"faces_count": 7
}

faces count options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get count of faces with attributes

Count faces with attributes.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces/attributes/count"

response = requests.get(
    url,
    headers=headers,
)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"faces_count": 7
}

get count of faces with attributes options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get face

Get face by ID.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

query Parameters

targets

string

Enum: "face_id" "account_id" "event_id" "user_data" "create_time" "external_id" "avatar" "lists"

Example: targets=face_id,user_data

Comma-separated list of face fields. If set, each face from result will contain only specified fields, otherwise, faces with all the fields will be returned.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces"
faceId = requests.post(url, headers=headers).json()["face_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/faces/{faceId}"
response = requests.get(
    url,
    headers=headers,
)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"face_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c6",
"account_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"event_id": "f9687459-986b-406d-9c1f-0d6289be5256",
"user_data": "fox1991",
"create_time": "2018-08-11T09:11:41.674Z",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"avatar": "https://st.kp.yandex.net/images/actor_iphone/iphone360_460188.jpg",
"lists": ["429b0e78-4616-426a-b57f-02baa72d638d",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
]
}

patch face

Update face fields: user_data, external_id, event_id, avatar.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

external_id	string <= 36 characters User-defined external ID for the face.
event_id	string <uuid> Nullable ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Event ID.
user_data	string <= 128 characters User data associated with face.
avatar	string <uri-reference> (avatar) <= 256 characters Default: "" Avatar is a visual representation of the face. The avatar can be used in the user interface. You can use a sample or an external image as the avatar.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"user_data": "some_string",
"avatar": "https://upload.wikimedia.org/wikipedia/commons/7/7f/Emma_Watson_2013.jpg"
}

Response samples

Content type

application/json

{"error_code": 12022,
"desc": "Bad/incomplete input data",
"detail": "Failed to validate input json. Path: '',  message: 'Additional properties are not allowed ('userdata' was unexpected)'",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12022"
}

remove face

Remove face by ID.

When the face is removed, attributes (descriptors and basic attributes) linked to the face are deleted. Samples linked to the face are not deleted.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}
url = f"{baseUri}/faces"
faceId = requests.post(
    url,
    headers=headers,
).json()["face_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces/{faceId}"
response = requests.delete(
    url,
    headers=headers,
)

print(response.status_code)

Response samples

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

check if face exists

Check if face with face_id exists.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces"
faceId = requests.post(
    url,
    headers=headers,
).json()["face_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces/{faceId}"
response = requests.head(
    url,
    headers=headers,
)

print(response.status_code)

face options

Get options for the resource.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

face attributes

put face attribute

Put face attribute.

This request changes all the attribute data corresponding to the specified face.

The attribute can be specified by temporary attribute ID or using external attribute data (descriptors and/or basic attributes).

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

One of

attribute_id

required

string <uuid> (attribute_id) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Attribute ID. This ID links the descriptor, basic attributes, and samples extracted from a single image.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

Example

{"attribute_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}

Response samples

Content type

application/json

Example

{"error_code": 12022,
"desc": "Bad/incomplete input data",
"detail": "Failed to validate input json. Path: '',  message: 'Additional properties are not allowed ('userdata' was unexpected)'",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12022"
}

get face attribute

Get face attribute by ID.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

query Parameters

targets	string <comma-separated items> Default: "create_time,basic_attributes,basic_attributes_samples,face_descriptor,face_descriptor_samples" Comma-separated list of temporary attributes targets. Available targets: `create_time`, `basic_attributes`, `basic_attributes_samples`, `face_descriptor`, `face_descriptor_samples`.
descriptor_version	integer (descriptor_version) Enum: 46 52 54 56 57 58 59 Example: descriptor_version=56 Descriptor version returned in the response. By default, the LUNA PLATFORM default descriptor version is used.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import base64

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("image.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/detector"
sampleId = requests.post(url, data=image, headers=headers).json()["images"][0]["detections"]["samples"][0]["face"]["sample_id"]

# create attribute
with open("descriptor56", "rb") as file:
    descriptor = base64.b64encode(file.read()).decode()

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
params = {
    "ttl": 600,
}
payload = {
    "basic_attributes": {
        "age": 29,
        "gender": 0,
        "ethnicity": 3,
    },
    "basic_attributes_samples": [
        sampleId,
    ],
    "face_descriptor_samples": [
        sampleId,
    ],
    "face_descriptors": [
        {"descriptor": descriptor, "version": 56},
    ],
}
url = f"{baseUri}/attributes"
attributeId = requests.post(
    url, json=payload, headers=headers, params=params
).json()["attribute_id"]

# create face
payload = {
    "external_id": "2xQ2gprbMUePw1s9gw9fvA==",
    "attribute": {"attribute_id": attributeId},
}
headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}
url = f"{baseUri}/faces"
faceId = requests.post(
    url,
    headers=headers,
    json=payload,
).json()["face_id"]

# get face attribute by ID
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces/{faceId}/attributes"
response = requests.get(
    url,
    headers=headers,
)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"attributes": {"create_time": "2018-08-11T09:11:41.674Z",
"basic_attributes": {"age": 29,
"gender": 1,
"ethnicity": 2
},
"face_descriptor": {"descriptor": "byte string",
"descriptor_version": 56
},
"basic_attributes_samples": ["ee4c42b6-23ae-410e-a2aa-a4220e64ba4b",
"e909cfbe-29d3-44ed-a949-6cb700b89eba"
],
"face_descriptor_samples": ["951de511-7ef5-4ed9-9c06-dcfbb399712e",
"3c3a83c2-c21e-4855-91b5-34e6b63fb12d"
]
}
}

delete face attribute

Remove face attribute by ID.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import base64

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}
with open("image.jpg", "rb") as image_file:
    image = image_file.read()
url = f"{baseUri}/detector"
sampleId = requests.post(url, data=image, headers=headers).json()["images"][0]["detections"]["samples"][0]["face"]["sample_id"]

# create attribute
with open("descriptor56", "rb") as file:
    descriptor = base64.b64encode(file.read()).decode()

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
params = {
    "ttl": 600,
}
payload = {
    "basic_attributes": {
        "age": 29,
        "gender": 0,
        "ethnicity": 3,
    },
    "basic_attributes_samples": [
        sampleId,
    ],
    "face_descriptor_samples": [
        sampleId,
    ],
    "face_descriptors": [
        {"descriptor": descriptor, "version": 56},
    ],
}
url = f"{baseUri}/attributes"
attributeId = requests.post(
    url, json=payload, headers=headers, params=params
).json()["attribute_id"]

payload = {
    "external_id": "2xQ2gprbMUePw1s9gw9fvA==",
    "attribute": {"attribute_id": attributeId},
}

# create face
headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}
url = f"{baseUri}/faces"
faceId = requests.post(
    url,
    headers=headers,
    json=payload,
).json()["face_id"]

# get face attribute by ID
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces/{faceId}/attributes"
response = requests.delete(
    url,
    headers=headers,
)

print(response.status_code)

Response samples

Content type

application/json

{"error_code": 12012,
"desc": "Bad/incomplete input data",
"detail": "Bad query parameters 'account_id'",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12012"
}

faces attributes options

Get options for the resource.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get face attribute samples

Get face attribute samples by face ID.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import base64

baseUri = "http://127.0.0.1:5000/6"

# create sample
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
}

with open("image.jpg", "rb") as image_file:
    image = image_file.read()

url = f"{baseUri}/detector"
sampleId = requests.post(url, data=image, headers=headers).json()["images"][0]["detections"]["samples"][0]["face"]["sample_id"]

# create attribute
with open("descriptor56", "rb") as file:
    descriptor = base64.b64encode(file.read()).decode()

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
params = {
    "ttl": 600,
}
payload = {
    "basic_attributes": {
        "age": 29,
        "gender": 0,
        "ethnicity": 3,
    },
    "basic_attributes_samples": [
        sampleId,
    ],
    "face_descriptor_samples": [
        sampleId,
    ],
    "face_descriptors": [
        {"descriptor": descriptor, "version": 56},
    ],
}
url = f"{baseUri}/attributes"
attributeId = requests.post(
    url, json=payload, headers=headers, params=params
).json()["attribute_id"]

# create face
payload = {
    "external_id": "2xQ2gprbMUePw1s9gw9fvA==",
    "attribute": {"attribute_id": attributeId},
}
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces"
faceId = requests.post(
    url,
    headers=headers,
    json=payload,
).json()["face_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/faces/{faceId}/attributes/samples"
response = requests.get(
    url,
    headers=headers,
)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"samples": ["0d1cc36e-d719-4f54-8abe-4e5e0cb1f43c",
"2f1cbb34-12e5-486c-8f7f-57273053c32d"
]
}

faces attributes samples options

Get options for the resource.

path Parameters

face_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

ID of the face (face_id received in the "create face" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

lists

create list

Create new list.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

user_data

string (list_user_data) <= 128 characters

Default: ""

User data associated with list.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"user_data": "list of good persons"
}

Response samples

Content type

application/json

{"list_id": "b5d6fd45-fcca-453d-ac05-3e594054b813",
"url": "/6/lists/b5d6fd45-fcca-453d-ac05-3e594054b813"
}

get lists

Get lists according to the filters.

query Parameters

create_time__lt	string <date-time> (time) Example: create_time__lt=2018-08-11T09:11:41.674Z Upper bound for list create_time.
create_time__gte	string <date-time> (time) Example: create_time__gte=2018-08-11T09:11:41.674Z Lower included bound for list create_time.
last_update_time__lt	string <date-time> (time) Example: last_update_time__lt=2018-08-11T09:11:41.674Z Upper excluded bound for list last_update_time.
last_update_time__gte	string <date-time> (time) Example: last_update_time__gte=2018-08-11T09:11:41.674Z Lower included bound for list last_update_time.
user_data	string Example: user_data=user_data_text Find all objects with `user_data` similar to this parameter. You can specify only part of the `user_data` value for this filter.
user_data__eq	string Example: user_data__eq=user_data_text Find all objects with same `user_data`.
list_ids	string <list of uuid> Comma-separated list of list IDs.
list_id__lt	string <uuid> List ID upper excluding boundary.
list_id__gte	string <uuid> List ID lower including boundary.
page	integer >= 1 Default: 1 Page number.
page_size	integer [ 1 .. 100 ] Default: 10 Number of items on page.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

params = {
    "user_data": "good",
    "page_size": 20,
    "create_time__gte": "2020-10-10T09:11:41.674Z",
}
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/lists"
response = requests.get(url, params=params, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"lists": [{"list_id": "c004aae2-f191-4a1a-9d2a-e5894f8cecbf",
"user_data": "good guys",
"account_id": "c004aae2-f191-4a1a-9d2a-e5894f8cecbf",
"create_time": "2018-08-11T09:11:41.674Z",
"last_update_time": "2018-08-11T09:11:41.674Z"
},
{"list_id": "a30f4c1d-976e-439b-82ce-16b99779f906",
"account_id": "c004aae2-f191-4a1a-9d2a-e5894f8cecbf",
"user_data": "",
"create_time": "2021-06-18T21:50:40.953301+03:00",
"last_update_time": "2021-06-18T21:50:40.953301+03:00"
}
]
}

delete lists

Delete several lists.

query Parameters

with_faces

integer (int01)

Default: 0

Enum: 0 1

Whether to delete list with all its faces.

header Parameters

Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

list_ids

required

Array of strings <uuid> (list_id) non-empty

Comma-separated list of list IDs for removal.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"list_ids": ["string"
]
}

Response samples

Content type

application/json

{"error_code": 12022,
"desc": "Bad/incomplete input data",
"detail": "Failed to validate input json. Path: '',  message: 'Additional properties are not allowed ('faces' was unexpected)'",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12022"
}

lists options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get list count

Count lists according to the filters.

query Parameters

user_data	string Example: user_data=user_data_text Find all objects with `user_data` similar to this parameter. You can specify only part of the `user_data` value for this filter.
user_data__eq	string Example: user_data__eq=user_data_text Find all objects with same `user_data`.
create_time__lt	string <date-time> (time) Example: create_time__lt=2018-08-11T09:11:41.674Z Upper bound for list create_time.
create_time__gte	string <date-time> (time) Example: create_time__gte=2018-08-11T09:11:41.674Z Lower included bound for list create_time.
last_update_time__lt	string <date-time> (time) Example: last_update_time__lt=2018-08-11T09:11:41.674Z Upper excluded bound for list last_update_time.
last_update_time__gte	string <date-time> (time) Example: last_update_time__gte=2018-08-11T09:11:41.674Z Lower included bound for list last_update_time.
list_ids	string <list of uuid> Comma-separated list of list IDs.
list_id__lt	string <uuid> List ID upper excluding boundary.
list_id__gte	string <uuid> List ID lower including boundary.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# get list according to the filters
params = {
    "user_data": "good",
    "create_time__gte": "2020-10-10T09:11:41.674Z",
    "last_update_time__gte": "2020-10-10T09:11:41.674Z",
}
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/lists/count"
response = requests.get(url, params=params, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"lists_count": 3
}

lists count options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get list

Get list by ID.

path Parameters

list_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

List ID (list_id received in the "create list" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create list
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/lists"
listId = requests.post(url, headers=headers).json()["list_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/lists/{listId}"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"list_id": "c004aae2-f191-4a1a-9d2a-e5894f8cecbf",
"user_data": "good guys",
"account_id": "c004aae2-f191-4a1a-9d2a-e5894f8cecbf",
"create_time": "2018-08-11T09:11:41.674Z",
"last_update_time": "2018-08-11T09:11:41.674Z"
}

check if list exists

Check if list with list_id exists.

path Parameters

list_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

List ID (list_id received in the "create list" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create list
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/lists"
listId = requests.post(url, headers=headers).json()["list_id"]

# check list
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/lists/{listId}"
response = requests.head(url, headers=headers)

print(response.status_code)
print(response.json())

update list

Update the user_data field of the list.

path Parameters

list_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

List ID (list_id received in the "create list" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

user_data

string <= 128 characters

User data associated with list.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"user_data": "list of good persons"
}

Response samples

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

delete list

Delete list by ID.

path Parameters

list_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

List ID (list_id received in the "create list" request).

query Parameters

with_faces

integer (int01)

Default: 0

Enum: 0 1

Whether to delete list with all its faces.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# create list
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/lists"
listId = requests.post(url, headers=headers).json()["list_id"]

# delete list
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
params = {"with_faces": 1}
url = f"{baseUri}/lists/{listId}"
response = requests.delete(url, params=params, headers=headers)

print(response.status_code)

Response samples

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

list options

Get options for the resource.

path Parameters

list_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

List ID (list_id received in the "create list" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

attach/detach faces to the list

Attach or detach faces to the list.

path Parameters

list_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

List ID (list_id received in the "create list" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

action required	string Enum: "attach" "detach" Expected action with list and faces.
face_ids required	Array of strings <uuid> (face_id) non-empty Faces to attach or detach to/from list.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"action": "attach",
"face_ids": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
]
}

Response samples

Content type

application/json

Example

{"error_code": 12017,
"desc": "Bad/incomplete input data",
"detail": "Bad content type",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12017"
}

link options

Get options for the resource.

path Parameters

list_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

List ID (list_id received in the "create list" request).

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

matcher

matching faces

Performs matching of given references with given candidates.

Note! Descriptors must be extracted for reference(s) and candidate(s). Objects without descriptors cannot be matched.

The sources for candidates are faces, attributes and events. See the "compare two faces using their IDs", "compare two events using their IDs", and "compare events using filters" examples.

You can specify the "list_id" filter of the "faces" candidate to perform matching by the specified list. See the "search by list and creation time" examples.

The sources for references are faces, events, attributes, external IDs of faces, or descriptors (raw, SDK format, or binary XPK format).

Matching results are returned for the candidates that correspond to the specified filters. If none of the candidates corresponds to the filters (for example, a non-existent ID is set in the "event_ids" field or the "face_ids" field), there will be no matching result and no error returned. The result field will be empty. See the "nonexistent references errors" examples.

If a non-existent reference is set (for example, a non-existent ID is set in the "event_id" field or the "face_id" field), the corresponding error is returned. See the "no ID for reference face found" response example.

header Parameters

Content-Type	string Enum: "application/json" "application/msgpack" Format of a request body data.
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Request Body schema: application/json

required

Array of candidate_face (object) or candidate_event (object) or candidate_attribute (object) [ 0 .. 30 ] items

Candidates for matching.

required

Array of face_reference (object) or event_reference (object) or attribute_reference (object) or external_face_reference (object) or external_event_reference (object) or track_event_reference (object) or xpk_reference (object) or sdk_descriptor_reference (object) or raw_descriptor_reference (object) [ 1 .. 30 ] items

References for matching. Each reference is matched with all given candidates. You can specify one or several references of one or several types.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

Example

{"candidates": [{"filters": {"origin": "faces",
"face_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397",
"external_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12550"
],
"user_data": "some_string",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2022-08-11T09:11:41.674Z",
"face_id__gte": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"face_id__lt": "557d54ec-29ad-4f3c-93b4-c9092ef12519",
"list_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e"
},
"limit": 3,
"targets": ["face_id",
"account_id",
"event_id",
"user_data",
"create_time",
"external_id",
"lists",
"similarity"
],
"threshold": 0.01
}
],
"references": [{"type": "face",
"id": "35229c93-85f8-44f3-ab30-3248d7051af9"
}
]
}

Response samples

Content type

application/json

Example

[{"reference": {"id": "a68f5995-766d-4a27-889a-35e373d0f0b2",
"type": "face"
},
"matches": [{"result": [{"face": {"face_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397",
"event_id": null,
"user_data": "some_string",
"create_time": "2020-08-13T18:12:20.469171+03:00",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"lists": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
]
},
"similarity": 0.9
}
],
"filters": {"origin": "faces",
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397",
"external_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12550"
],
"face_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"user_data": "some_string",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2022-08-11T09:11:41.674Z",
"face_id__gte": "000d54ec-29ad-4f3c-93b4-c9092ef12515",
"face_id__lt": "557d54ec-29ad-4f3c-93b4-c9092ef12519",
"list_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
}
]
}
]

matcher options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

human body matching

Matcher API allows to submit tasks to a service that searches for human bodies similar to a given reference(s) by matching them. A body attribute descriptor should be extracted for reference(s) and candidate(s).

The sources for references are events or binary descriptor. The sources for candidates is events.

header Parameters

Content-Type	string Enum: "application/json" "application/msgpack" Format of a request body data.
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Request Body schema: application/json

required	Array of event_reference (object) or external_event_reference (object) or track_event_reference (object) or sdk_descriptor_reference (object) or raw_body_descriptor_reference (object) [ 1 .. 30 ] items Reference list for matching.
required	Array of objects (candidate_event) [ 1 .. 30 ] items Candidates for matching.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"references": [{"type": "event",
"id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"candidates": [{"filters": {"origin": "events",
"event_ids": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
],
"account_id": "string",
"event_id__gte": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"event_id__lt": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"handler_ids": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
],
"external_ids": ["14159261415926"
],
"top_matching_candidates_label": "good guys",
"top_similar_object_ids": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
],
"top_similar_external_ids": ["14159261415926"
],
"top_similar_object_similarity__gte": 0.5,
"top_similar_object_similarity__lt": 0.5,
"age__gte": 22,
"age__lt": 30,
"gender": 1,
"emotions": [4,
7
],
"liveness": [1
],
"masks": [1
],
"ethnic_groups": [4,
3
],
"face_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"user_data": "info",
"sources": ["cam1",
"cam2"
],
"tags": ["tag1",
"tag2"
],
"cities": ["moscow",
"New-York"
],
"areas": ["area1",
"area2"
],
"districts": ["mitino",
"central park"
],
"streets": ["arbat, schepkina"
],
"house_numbers": ["1",
"1/2str3"
],
"geo_position": {"origin_longitude": 36.616,
"origin_latitude": 55.752,
"longitude_delta": 0.01,
"latitude_delta": 0.01
},
"track_ids": ["track_id_number_1",
"track_id_number_2"
],
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2018-08-11T09:11:41.674Z",
"end_time__gte": "2018-08-11T09:11:41.674Z",
"end_time__lt": "2018-08-11T09:11:41.674Z"
},
"order": "similarity",
"limit": 3,
"targets": ["event_id"
],
"threshold": 0.5
}
]
}

Response samples

Content type

application/json

Example

[{"reference": {"id": "a68f5995-766d-4a27-889a-35e373d0f0b2",
"type": "event"
},
"matches": [{"result": [{"similarity": 0.5,
"event": {"create_time": "2018-08-11T09:11:41.674Z",
"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"handler_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397",
"external_id": "14159261415926",
"source": "Main_hall_camera",
"top_match": {"face_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"similarity": 0.6,
"label": "good guys",
"external_id": "external_id_1"
},
"match_result": [{"candidates": [{"event": {"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"create_time": "2018-08-11T09:11:41.674Z",
"external_id": null,
"user_data": "user data",
"handler_id": null,
"source": "cam_1"
},
"similarity": 0.5
}
],
"label": "good guy"
}
],
"face_detections": [{"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"detection": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
}
},
"detect_time": "2018-08-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"body_detections": [{"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"detection": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
}
},
"detect_time": "2018-08-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"face_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"attach_result": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
],
"gender": 1,
"age": 29,
"emotion": 1,
"mask": 1,
"ethnic_group": 4,
"tags": ["tag1",
"tag2"
],
"user_data": "info",
"location": {"city": "Moscow",
"area": "string",
"district": "string",
"street": "Lenina",
"house_number": "3",
"geo_position": {"longitude": -63.9,
"latitude": 40.7
}
},
"track_id": "useful_track_id_number_1"
}
}
],
"filters": {"origin": "events",
"event_ids": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
],
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397",
"event_id__gte": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"event_id__lt": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2018-08-11T09:11:41.674Z",
"handler_ids": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
],
"external_ids": ["14159261415926"
],
"top_matching_candidates_label": "good guys",
"top_similar_object_ids": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
],
"top_similar_external_ids": ["external_id_1"
],
"top_similar_object_similarity__gte": 0.5,
"top_similar_object_similarity__lt": 0.5,
"age__gte": 22,
"age__lt": 30,
"gender": 1,
"emotions": [4,
7
],
"masks": [2,
3
],
"ethnic_groups": [4,
3
],
"face_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"user_data": "user info",
"sources": ["cam1",
"cam2"
],
"tags": ["tag1",
"tag2"
],
"cities": ["Moscow",
"New-York"
],
"areas": ["area1",
"area2"
],
"districts": ["mitino",
"central park"
],
"streets": ["arbat",
"schepkina"
],
"house_numbers": ["1",
"1/2str3"
],
"geo_position": {"origin_longitude": 36.616,
"origin_latitude": 55.752,
"longitude_delta": 0.01,
"latitude_delta": 0.01
},
"track_ids": ["track_id_number_1",
"track_id_number_2"
]
}
}
]
},
{"reference": {"id": "a68f5995-766d-4a27-889a-35e373d0f0b2",
"type": "event_external_id",
"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e"
},
"matches": [{"result": [{"similarity": 1,
"event": {"create_time": "2018-08-11T09:11:41.674Z",
"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"handler_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397",
"external_id": "14159261415926",
"source": "Main_hall_camera",
"top_match": {"face_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"similarity": 0.6,
"label": "good guys",
"external_id": "external_id_1"
},
"match_result": [{"candidates": [{"event": {"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"create_time": "2018-08-11T09:11:41.674Z",
"external_id": null,
"user_data": "user data",
"handler_id": null,
"source": "cam_1"
},
"similarity": 0.5
}
],
"label": "good guy"
}
],
"face_detections": [{"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"detection": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
}
},
"detect_time": "2018-08-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"body_detections": [{"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"detection": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
}
},
"detect_time": "2018-08-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"face_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"attach_result": ["b668c4a5-2191-476e-a261-3b4f9ce2e25e"
],
"gender": 1,
"age": 29,
"emotion": 1,
"mask": 1,
"ethnic_group": 4,
"tags": ["tag1",
"tag2"
],
"user_data": "info",
"location": {"city": "Moscow",
"area": "string",
"district": "string",
"street": "Lenina",
"house_number": "3",
"geo_position": {"longitude": -63.9,
"latitude": 40.7
}
},
"track_id": "useful_track_id_number_1"
}
}
],
"filters": {"origin": "events",
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397"
}
}
]
}
]

matcher options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

raw matching

Matcher raw API allows to do similarity calculations for input descriptors.

header Parameters

Content-Type	string Enum: "application/json" "application/msgpack" Format of a request body data.
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Request Body schema:
application/json
application/json
application/msgpack

required	Array of xpk_file_entity (object) or sdk_descriptor_entity (object) or raw_descriptor_entity (object) non-empty Reference list for matching.
required	Array of xpk_file_entity (object) or sdk_descriptor_entity (object) or raw_descriptor_entity (object) non-empty Candidates for matching.

Responses

Request samples

Payload
python
python
bash

Content type

{"references": [{"id": "string",
"type": "xpk_file",
"data": "string"
}
],
"candidates": [{"id": "string",
"type": "xpk_file",
"data": "string"
}
]
}

Response samples

Content type

application/json

{"matches": [{"reference_id": "46aeab25-df7d-46bd-afe2-cf60706a0d96",
"matches": [{"candidate_id": "f096439d-f306-49dc-bee9-266cb37e95eb",
"similarity": 0.635
}
]
},
{"reference_id": "raw-0",
"matches": [{"candidate_id": "candidate",
"similarity": 1
},
{"candidate_id": "sdk",
"similarity": 0.867
},
{"candidate_id": "xpk",
"similarity": 0.678
}
]
}
]
}

matcher raw options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

handlers

create handler

Create new handler.

The handler determines the list of rules (policies) for processing of input images.

Handlers can be static or dynamic.

When the handler is static, you specify its policies and then you specify the created handler ID during the event creation.

When the handler is dynamic, you create it without predefined policies and then you specify them during event creation. You can create the dynamic handler by specifying "is_dynamic" flag.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

description	string <= 128 characters description of the handler. Use it to distinguish the handler from other created handlers and filter handlers using "get handlers" and "get handler count" requests.
	object (Policies) The set of rules, which determine input images processing. The absence of policies indicates that the handler is dynamic.
is_dynamic	boolean (is_dynamic) Default: false Dynamic handler flag. If the value is set to "true", the handler is created without predefined policies. Use this flag to specify policies for each event created using resource "/handlers/{handler_id}/event". Use the request body schema "multipart/form-data" to specify policies.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

Example

{"description": "Full handler example",
"policies": {"detect_policy": {"detect_face": 1,
"detect_body": 1,
"multiface_policy": 1,
"estimate_head_pose": 1,
"estimate_emotions": 1,
"estimate_mask": 1,
"estimate_quality": 1,
"estimate_gaze": 1,
"estimate_eyes_attributes": 1,
"estimate_mouth_attributes": 1,
"detect_landmarks68": 1,
"extract_exif": 1,
"yaw_threshold": 180,
"roll_threshold": 180,
"pitch_threshold": 180,
"mask_states": [1
],
"estimate_liveness": {"estimate": 1,
"quality_threshold": 0.7,
"liveness_threshold": 0.7
},
"liveness_states": [1
],
"face_quality": {"estimate": 1,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.45,
"max": 0.55
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.5
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 0.75
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.6,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1000
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 1000
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 1000
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 1,
"extract_face_descriptor": 1,
"fd_score_threshold": 0.6,
"extract_body_descriptor": 1
},
"match_policy": [{"label": "good guys",
"candidates": {"origin": "faces",
"face_ids": ["4db81a9a-515c-4cde-ac73-1810f5f737f2",
"957a48ba-f457-4814-829a-0fa55bc246fc"
],
"account_id": "6d071cca-fda5-4a03-84d5-5bea65904480",
"external_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12550"
],
"user_data": "operator",
"create_time__gte": "now-2y",
"create_time__lt": "2022-08-11T09:11:41.674Z",
"face_id__gte": "2046d39b-410d-481e-b9de-ede6a0c7367f",
"face_id__lt": "957a48ba-f457-4814-829a-0fa55bc246fc",
"list_id": "275d96c0-e655-4a69-a374-ad5e94b89bf9"
},
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 50,
"age__gte": 22,
"liveness": [1
]
},
"limit": 3,
"targets": ["face_id"
],
"threshold": 0.5
}
],
"storage_policy": {"face_sample_policy": {"store_sample": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"body_sample_policy": {"store_sample": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"image_origin_policy": {"store_image": 1,
"use_external_references": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"attribute_policy": {"store_attribute": 1,
"ttl": 300,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"face_policy": {"store_face": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
},
"set_sample_as_avatar": 0,
"link_to_lists_policy": [{"list_id": "79bee337-484f-4124-b7e2-e4b76fb26308",
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
}
]
},
"event_policy": {"store_event": 1,
"wait_saving": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"notification_policy": {"send_notification": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
}
},
"conditional_tags_policy": [{"tag": "new_tag",
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 50,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.3
}
]
}
}
]
},
"is_dynamic": false
}

Response samples

Content type

application/json

{"handler_id": "b5d6fd45-fcca-453d-ac05-3e594054b813",
"url": "/6/handlers/b5d6fd45-fcca-453d-ac05-3e594054b813"
}

get handlers

Get handlers by filters.

query Parameters

page	integer >= 1 Default: 1 Page number.
page_size	integer [ 1 .. 100 ] Default: 10 Number of items on page.
is_dynamic	integer Default: 0 Enum: 0 1 Whether to get only dynamic (1) or non-dynamic (0) handlers.
description	string Records with descriptions similar to this parameter will be processed.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

params = {
    "description": "handler",
    "is_dynamic": 1,
    "page": 1,
}

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/handlers"

response = requests.get(url, headers=headers, params=params)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

[{"handler_id": "de0846a8-09b2-4c6f-8175-99cfae98cf6b",
"account_id": "3c3a83c2-c21e-4855-91b5-34e6b63fb12d",
"description": "first handler",
"policies": {"detect_policy": {"detect_face": 1,
"detect_body": 1,
"multiface_policy": 1,
"estimate_head_pose": 1,
"estimate_emotions": 1,
"estimate_mask": 1,
"estimate_quality": 1,
"estimate_gaze": 1,
"estimate_eyes_attributes": 1,
"estimate_mouth_attributes": 1,
"detect_landmarks68": 1,
"extract_exif": 1,
"yaw_threshold": 180,
"roll_threshold": 180,
"pitch_threshold": 180,
"mask_states": [1
],
"estimate_liveness": {"estimate": 1,
"quality_threshold": 0.7,
"liveness_threshold": 0.7
},
"liveness_states": [1
],
"face_quality": {"estimate": 1,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 100
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 1,
"extract_face_descriptor": 1,
"fd_score_threshold": 0.6,
"extract_body_descriptor": 1
},
"match_policy": [{"label": "good guys",
"candidates": {"origin": "faces",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2022-08-11T09:11:41.674Z"
},
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 50,
"age__gte": 22
},
"limit": 3,
"targets": ["face_id"
],
"threshold": 0.5
}
],
"storage_policy": {"face_sample_policy": {"store_sample": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"body_sample_policy": {"store_sample": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"image_origin_policy": {"store_image": 1,
"use_external_references": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"attribute_policy": {"store_attribute": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
},
"ttl": 300
},
"face_policy": {"store_face": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
},
"set_sample_as_avatar": 0,
"link_to_lists_policy": [{"list_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
}
]
},
"event_policy": {"store_event": 1,
"wait_saving": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"notification_policy": {"send_notification": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
}
},
"conditional_tags_policy": [{"tag": "new_tag",
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 50,
"age__gte": 22,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.3
}
]
}
}
]
},
"create_time": "2018-08-11T09:11:41.674Z",
"last_update_time": "2018-08-11T09:11:41.674Z",
"is_dynamic": false
},
{"handler_id": "ff0be071-1fd6-4641-a780-b8a87a871ef8",
"account_id": "3c3a83c2-c21e-4855-91b5-34e6b63fb12d",
"create_time": "2020-05-19T13:09:47.414773+03:00",
"last_update_time": "2020-05-19T13:09:47.414773+03:00",
"description": "76919ac6-95d2-4349-a7e9-5637117cdd29",
"policies": {"detect_policy": {"multiface_policy": 1,
"estimate_head_pose": 0,
"estimate_emotions": 0,
"estimate_mask": 0,
"estimate_quality": 0,
"estimate_gaze": 0,
"estimate_eyes_attributes": 0,
"estimate_mouth_attributes": 0,
"detect_landmarks68": 0,
"extract_exif": 0,
"detect_face": 1,
"detect_body": 0,
"pitch_threshold": null,
"roll_threshold": null,
"yaw_threshold": null,
"mask_states": null,
"estimate_liveness": {"estimate": 1,
"quality_threshold": 0.7,
"liveness_threshold": 0.7
},
"liveness_states": [1
],
"face_quality": {"estimate": 1,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 100
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 0,
"fd_score_threshold": 0,
"extract_face_descriptor": 1,
"extract_body_descriptor": 0
},
"match_policy": [ ],
"conditional_tags_policy": [ ],
"storage_policy": {"face_sample_policy": {"filters": { },
"store_sample": 1
},
"body_sample_policy": {"filters": { },
"store_sample": 1
},
"image_origin_policy": {"filters": { },
"store_image": 0,
"use_external_references": 0
},
"attribute_policy": {"filters": { },
"store_attribute": 0,
"ttl": 300
},
"face_policy": {"filters": { },
"store_face": 0,
"set_sample_as_avatar": 1,
"link_to_lists_policy": [ ]
},
"event_policy": {"filters": { },
"store_event": 1,
"wait_saving": 1
},
"notification_policy": {"filters": { },
"send_notification": 1
}
}
},
"is_dynamic": false
}
]

handlers options

get options for the resource

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get handler count

Count handlers.

query Parameters

description	string Find all the handlers with description similar to this parameter.
is_dynamic	integer Default: 0 Enum: 0 1 Whether to get only dynamic (1) or non-dynamic (0) handlers.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

params = {
    "description": "handler",
    "is_dynamic": 0,
}

url = f"{baseUri}/handlers/count"

response = requests.get(url, headers=headers, params=params)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"handlers_count": 5
}

handler count options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

validate handler policies

Validate handler policies before using them to create or update a handler.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

required

object (Policies)

The set of rules, which determine input images processing. The absence of policies indicates that the handler is dynamic.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"policies": {"detect_policy": {"detect_face": 0,
"detect_body": 0,
"multiface_policy": 0,
"estimate_head_pose": 0,
"estimate_emotions": 0,
"estimate_mask": 0,
"estimate_quality": 0,
"estimate_gaze": 0,
"estimate_eyes_attributes": 0,
"estimate_mouth_attributes": 0,
"detect_landmarks68": 0,
"extract_exif": 0,
"yaw_threshold": 180,
"roll_threshold": 180,
"pitch_threshold": 180,
"mask_states": [ ],
"estimate_liveness": {"estimate": 0,
"liveness_threshold": 0,
"quality_threshold": 0
},
"liveness_states": [ ],
"face_quality": {"estimate": 0,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.45,
"max": 0.55
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.5
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 0.75
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.6,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 0
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 1
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 1
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 0,
"extract_face_descriptor": 1,
"fd_score_threshold": 0.7,
"extract_body_descriptor": 0
},
"match_policy": [{"label": "good guys",
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
]
},
"limit": 3,
"targets": ["face_id"
],
"threshold": 0.5,
"candidates": {"origin": "faces",
"face_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"account_id": "string",
"external_ids": ["14159261415926"
],
"user_data": "info",
"face_id__gte": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"face_id__lt": "string",
"list_id": "string",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2018-08-11T09:11:41.674Z"
}
}
],
"storage_policy": {"face_sample_policy": {"store_sample": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
},
"body_sample_policy": {"store_sample": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
},
"image_origin_policy": {"store_image": 0,
"use_external_references": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
},
"attribute_policy": {"store_attribute": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
},
"ttl": 300
},
"face_policy": {"store_face": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
},
"set_sample_as_avatar": 0,
"link_to_lists_policy": [{"list_id": "string",
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
}
]
},
"event_policy": {"store_event": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
},
"wait_saving": 0
},
"notification_policy": {"send_notification": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
}
},
"conditional_tags_policy": [{"tag": "good",
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
}
]
}
}

Response samples

Content type

application/json

Example

{"error_code": 12017,
"desc": "Bad/incomplete input data",
"detail": "Bad content type",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12017"
}

get handler

Get handler by ID.

path Parameters

handler_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Handler ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

import requests

baseUri = "http://127.0.0.1:5000/6"

# create handler
headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}
url = f"{baseUri}/handlers"
payload = {"is_dynamic": True}
dynamicHandlerId = requests.post(url, json=payload, headers=headers).json()["handler_id"]

# get handler
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/handlers/{dynamicHandlerId}"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"handler_id": "de0846a8-09b2-4c6f-8175-99cfae98cf6b",
"account_id": "3c3a83c2-c21e-4855-91b5-34e6b63fb12d",
"description": "first handler",
"policies": {"detect_policy": {"detect_face": 1,
"detect_body": 1,
"multiface_policy": 1,
"estimate_head_pose": 1,
"estimate_emotions": 1,
"estimate_mask": 1,
"estimate_quality": 1,
"estimate_gaze": 1,
"estimate_eyes_attributes": 1,
"estimate_mouth_attributes": 1,
"detect_landmarks68": 1,
"extract_exif": 1,
"yaw_threshold": 180,
"roll_threshold": 180,
"pitch_threshold": 180,
"mask_states": [1
],
"estimate_liveness": {"estimate": 1,
"quality_threshold": 0.7,
"liveness_threshold": 0.7
},
"liveness_states": [1
],
"face_quality": {"estimate": 1,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 100
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.4,
"max": 0.9
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.4,
"max": 0.9
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 1,
"extract_face_descriptor": 1,
"fd_score_threshold": 0.6,
"extract_body_descriptor": 1
},
"match_policy": [{"label": "good guys",
"candidates": {"origin": "faces",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2022-08-11T09:11:41.674Z"
},
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 50,
"age__gte": 22
},
"limit": 3,
"targets": ["face_id"
],
"threshold": 0.5
}
],
"storage_policy": {"face_sample_policy": {"store_sample": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"body_sample_policy": {"store_sample": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"image_origin_policy": {"store_image": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"attribute_policy": {"store_attribute": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
},
"ttl": 300
},
"face_policy": {"store_face": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
},
"set_sample_as_avatar": 0,
"link_to_lists_policy": [{"list_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
}
]
},
"event_policy": {"store_event": 1,
"wait_saving": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
},
"notification_policy": {"send_notification": 1,
"filters": {"gender": 1,
"ethnicities": [1
],
"age__lt": 0,
"age__gte": 0,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.9
}
]
}
}
},
"conditional_tags_policy": [{"tag": "new_tag",
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 50,
"age__gte": 22,
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.3
}
]
}
}
]
},
"create_time": "2018-08-11T09:11:41.674Z",
"last_update_time": "2018-08-11T09:11:41.674Z",
"is_dynamic": false
}

replace handler

Update handler. You cannot update a part of the handler, so you should specify all the fields for your handler.

path Parameters

handler_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Handler ID.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

description	string <= 128 characters description of the handler. Use it to distinguish the handler from other created handlers and filter handlers using "get handlers" and "get handler count" requests.
	object (Policies) The set of rules, which determine input images processing. The absence of policies indicates that the handler is dynamic.
is_dynamic	boolean (is_dynamic) Default: false Dynamic handler flag. If the value is set to "true", the handler is created without predefined policies. Use this flag to specify policies for each event created using resource "/handlers/{handler_id}/event". Use the request body schema "multipart/form-data" to specify policies.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "Handler example",
"policies": {"detect_policy": {"detect_face": 0,
"detect_body": 0,
"multiface_policy": 0,
"estimate_head_pose": 0,
"estimate_emotions": 0,
"estimate_mask": 0,
"estimate_quality": 0,
"estimate_gaze": 0,
"estimate_eyes_attributes": 0,
"estimate_mouth_attributes": 0,
"detect_landmarks68": 0,
"extract_exif": 0,
"yaw_threshold": 180,
"roll_threshold": 180,
"pitch_threshold": 180,
"mask_states": [ ],
"estimate_liveness": {"estimate": 0,
"liveness_threshold": 0,
"quality_threshold": 0
},
"liveness_states": [ ],
"face_quality": {"estimate": 0,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.45,
"max": 0.55
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.5
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 0.75
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.6,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 0
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 1
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 1
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 0,
"extract_face_descriptor": 1,
"fd_score_threshold": 0.7,
"extract_body_descriptor": 0
},
"match_policy": [{"label": "good guys",
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
]
},
"limit": 3,
"targets": ["face_id"
],
"threshold": 0.5,
"candidates": {"origin": "faces",
"face_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"account_id": "string",
"external_ids": ["14159261415926"
],
"user_data": "info",
"face_id__gte": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"face_id__lt": "string",
"list_id": "string",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2018-08-11T09:11:41.674Z"
}
}
],
"storage_policy": {"face_sample_policy": {"store_sample": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
},
"body_sample_policy": {"store_sample": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
},
"image_origin_policy": {"store_image": 0,
"use_external_references": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
},
"attribute_policy": {"store_attribute": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
},
"ttl": 300
},
"face_policy": {"store_face": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
},
"set_sample_as_avatar": 0,
"link_to_lists_policy": [{"list_id": "string",
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
}
]
},
"event_policy": {"store_event": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
},
"wait_saving": 0
},
"notification_policy": {"send_notification": 0,
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
}
},
"conditional_tags_policy": [{"tag": "good",
"filters": {"gender": 1,
"ethnicities": [4,
3
],
"age__lt": 30,
"age__gte": 22,
"liveness": [1
],
"match": [{"label": "good guys",
"similarity__lte": 0.9,
"similarity__gte": 0.78
}
]
}
}
]
},
"is_dynamic": false
}

Response samples

Content type

application/json

Example

{"error_code": 12017,
"desc": "Bad/incomplete input data",
"detail": "Bad content type",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12017"
}

check if handler exists

Check if handler with handler_id exists.

path Parameters

handler_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Handler ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}

url = f"{baseUri}/handlers"

payload = {"is_dynamic": True}
dynamicHandlerId = requests.post(url, json=payload, headers=headers).json()["handler_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/handlers/{dynamicHandlerId}"
response = requests.head(url, headers=headers)

print(response.status_code)

remove handler

Remove handler by ID.

path Parameters

handler_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Handler ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}

url = f"{baseUri}/handlers"

payload = {"is_dynamic": True}
dynamicHandlerId = requests.post(url, json=payload, headers=headers).json()["handler_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/handlers/{dynamicHandlerId}"
response = requests.delete(url, headers=headers)

print(response.status_code)

Response samples

Content type

application/json

Example

{"error_code": 11036,
"desc": "Forbidden",
"detail": "Luna-Account-Id header is required for requests that change the state of system",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11036"
}

handler options

Get options for the resource.

path Parameters

handler_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Handler ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

events

generate events

Process images and/or raw descriptors using the specified handler and generate events.

Specify the multipart/form-data schema if you need to specify the dynamic handler policies.

If the Events service support is disabled on the server, events will not be saved to the database.

Notes for incoming data:

set the image detection time, if necessary, otherwise it will be equal to the request time.

path Parameters

handler_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Handler ID.

query Parameters

city	string (location_str) <= 36 characters Example: city=New York City where an event occurred.
area	string (location_str) <= 36 characters Example: area=Manhattan Area where an event occurred.
district	string (location_str) <= 36 characters Example: district=Midtown District where an event occurred.
street	string (location_str) <= 36 characters Example: street=West 48th street Street where an event occurred.
house_number	string (location_str) <= 36 characters Example: house_number=220 House number where an event occurred.
longitude	number (longitude) [ -180 .. 180 ] Example: longitude=36.616 Longitude in degrees, a part of composite geo position. Geo position is considered as properly specified if both longitude and latitude are set.
latitude	number (latitude) [ -90 .. 90 ] Example: latitude=55.752 Latitude in degrees, a part of composite geo position. Geo position is considered as properly specified if both longitude and latitude are set.
external_id	string (event_external_id) <= 36 characters Default: "" Example: external_id=14159261415926 External ID for created faces. When Unicode symbols (for example, the "+" symbol) are used in "external_id", the string should be encoded. Otherwise, the Unicode symbols will be lost. The "luna3" client library provides the encoding example
user_data	string (face_user_data) <= 128 characters Default: "" Example: user_data=face of person User data for created faces.
image_type	integer Default: 0 Enum: 0 1 2 Type of input image. 0 - raw image, 1 - face warped image, 2 - body warped image.
aggregate_attributes	integer (aggregate_attributes) Default: 0 Whether to aggregate face/body attributes (descriptor for face/body and basic attributes for face), as well as mask states, emotions and liveness parameters. Aggregation will be performed only if the appropriate parameters for extracting attributes and/or estimating the mask states, emotions and liveness are enabled in the handler. If set, all extracted attributes and mask states, emotions and liveness parameters from each image will be aggregated and stored in the event as single objects for all images. In the response body, the aggregated attributes of all images will be displayed in the "face_attributes" > "basic_attributes" field, and the aggregated mask state, emotion and Liveness parameters will be displayed in the "aggregate_estimations" field. Otherwise, all extracted attributes and mask states, emotions and liveness parameters from each image will be stored in the event as separate objects. In the response body, the attributes will be displayed in the "face_attributes" > "basic_attributes" field of the corresponding image, and the mask states, emotions and Liveness parameters will be displayed in the "detections" > "attributes" field of the corresponding image.
source	string (source) <= 128 characters Example: source=3rd Avenue Additional information provided by user along with event.
tags	Array of strings (tag) >= 0 items Example: tags=tag_1,tag_2 Comma-separated list of tags. Each event from result will contain all of given tags. Each tag can be at most 36 characters.
track_id	string (track_id) ^[a-zA-Z0-9_\-]{1,36}$ Example: track_id=useful_track_id_number_1 Event track id.
use_exif_info	integer Default: 1 Enum: 0 1 Example: use_exif_info=1 Whether to try to auto orient image based on EXIF data. The processed image should have EXIF data, otherwise auto orientation will not be performed. Has no effect with tiff images (they're always auto oriented). Ignored with warped images (see `warped_image` or `image_type` parameter).

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Luna-Event-Time	string <date-time> (time) Examples: 2018-12-16T15:29:59.300275-08:00 - time with timezone with an offset of -08:00 from UTC (Pacific Standard Time). 2018-12-16T15:29:59.300275Z - utc time. The "Z" suffix denotes a UTC offset of 00:00 (Zulu). User defined event time. All events will be saved with this time as "create_time". Format of time is rfc3339. Any other format is ignored.
Luna-Event-End-Time	string <date-time> (time) Examples: 2018-12-16T15:29:59.300275-08:00 - time with timezone with an offset of -08:00 from UTC (Pacific Standard Time). 2018-12-16T15:29:59.300275Z - utc time. The "Z" suffix denotes a UTC offset of 00:00 (Zulu). User defined event end time. All events will be saved with this time as "end_time". Format of time is rfc3339. All other format is ignored.
Content-Type	string Enum: "image/jpeg" "image/png" "image/bmp" "image/x-portable-pixmap" "image/tiff" "multipart/form-data" "application/json" "image/x-jpeg-base64" "image/x-png-base64" "image/x-bmp-base64" "image/x-tiff-base64" "image/x-portable-pixmap-base64" "application/x-sdk-descriptor" "application/x-vl-xpk" "application/x-sdk-descriptor-base64" "applicaition/x-vl-xpk-base64"

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/x-portable-pixmap
image/tiff
application/x-sdk-descriptor
application/x-vl-xpk
image/x-jpeg-base64
image/x-png-base64
image/x-bmp-base64
image/x-tiff-base64
image/x-portable-pixmap-base64
application/x-sdk-descriptor-base64
application/x-vl-xpk-base64
multipart/form-data
application/json

string <binary>

Responses

Request samples

Payload
python
python
bash

Response samples

Content type

application/json

Example

{"images": [{"error": {"error_code": 0,
"desc": "Success",
"detail": "Success",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-0"
},
"status": 1,
"filename": "person.jpg",
"exif": {"flash": "16",
"software": "Adobe Photoshop CC 2017 (Windows)",
"artist": "VisionLabs",
"make": "NIKON CORPORATION",
"model": "NIKON D810"
}
}
],
"events": [{"face_attributes": {"attribute_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"basic_attributes": {"age": 29,
"gender": 1,
"ethnicities": {"estimations": {"african_american": 1.92238889737406e-12,
"asian": 0.954671621322632,
"caucasian": 0.045328326523304,
"indian": 7.65100649502415e-10
},
"predominant_ethnicity": "asian"
}
},
"score": 0.7525901794,
"url": "/6/attributes/24d405ce-bc56-4bf7-98e1-bdc962b4cf34",
"samples": ["a3e8716f-70dc-42ad-8428-7a552e800a37"
],
"filter": {"is_filtered": true,
"filter_reasons": [{"filter_name": "score_threshold",
"object_value": 0,
"threshold_value": 0
}
]
}
},
"body_attributes": {"score": 0.3546702648,
"samples": ["a3e8716f-70dc-42ad-8428-7a552e800a37"
]
},
"source": "3rd Avenue",
"tags": ["tag1",
"tag2"
],
"external_id": "b668c4a5-2191-some-important-words",
"user_data": "string",
"face": {"face_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c6",
"account_id": "d5c0a8c6-5509-4e5b-8a01-e2ab426542d6",
"event_id": "f9687459-986b-406d-9c1f-0d6289be5256",
"user_data": "fox1991",
"create_time": "2018-08-11T09:11:41.674Z",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"avatar": "/6/samples/a16c8b6c-2818-4bae-9fd5-65acc8d4bb5c",
"lists": ["429b0e78-4616-426a-b57f-02baa72d638d",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
],
"url": "/6/faces/24d405ce-bc56-4bf7-98e1-bdc962b4cf34"
},
"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"url": "/6/events/24d405ce-bc56-4bf7-98e1-bdc962b4cf34",
"matches": [{"label": "good guys",
"candidates": [{"face": {"face_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c6",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"user_data": "fox1991",
"create_time": "2018-08-11T09:11:41.674Z",
"lists": ["429b0e78-4616-426a-b57f-02baa72d638d",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
],
"avatar": "/6/samples/a16c8b6c-2818-4bae-9fd5-65acc8d4bb5c",
"event_id": "f9687459-986b-406d-9c1f-0d6289be5256"
},
"similarity": 0.5
}
]
},
{"label": "bad guys",
"candidates": [{"event": {"event_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"user_data": "fox1991",
"create_time": "2018-08-11T09:11:41.674Z",
"handler_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7",
"source": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7"
},
"similarity": 0.3
}
]
}
],
"location": {"city": "string",
"area": "string",
"district": "string",
"street": "string",
"house_number": "string",
"geo_position": {"longitude": 36.616,
"latitude": 55.752
}
},
"detections": [{"filename": "penelope.jpeg",
"samples": {"body": {"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"detection": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
}
},
"url": "/6/samples/bodies/a16c8b6c-2818-4bae-9fd5-65acc8d4bb5c"
},
"face": {"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"detection": {"attributes": {"mouth_attributes": {"occluded": 0,
"opened": 0,
"score": 1,
"smile": 0
},
"emotions": {"estimations": {"anger": 0.00894705578684807,
"disgust": 0.00000965219624049496,
"fear": 0.00121302821207792,
"happiness": 0.00129503419157118,
"neutral": 0.986027479171753,
"sadness": 0.00187553185969591,
"surprise": 0.000632198702078313
},
"predominant_emotion": "neutral"
},
"mask": {"estimations": {"medical_mask": 0.7108324766,
"missing": 0.0700698048,
"occluded": 0.2190976739
},
"predominant_mask": "medical_mask"
},
"head_pose": {"pitch": 18.6827487945557,
"roll": -10.3542232513428,
"yaw": 15.4102487564087
},
"gaze": {"pitch": 9.26744079589844,
"yaw": -19.4657287597656
},
"eyes_attributes": {"right_eye": {"state": "open",
"iris_landmarks": [[152,
152
],
[153,
153
],
[153,
153
],
[154,
154
],
[154,
154
],
[155,
155
],
[157,
157
],
[158,
158
],
[159,
159
],
[161,
161
],
[162,
162
],
[163,
163
],
[164,
164
],
[165,
165
],
[166,
166
],
[166,
166
],
[167,
167
],
[167,
167
],
[166,
166
],
[166,
166
],
[165,
165
],
[164,
164
],
[162,
162
],
[161,
161
],
[160,
160
],
[158,
158
],
[157,
157
],
[156,
156
],
[155,
155
],
[154,
154
],
[154,
154
],
[153,
153
]
]
},
"left_eye": {"state": "open",
"iris_landmarks": [[92,
92
],
[92,
92
],
[92,
92
],
[93,
93
],
[94,
94
],
[95,
95
],
[96,
96
],
[97,
97
],
[98,
98
],
[100,
100
],
[101,
101
],
[102,
102
],
[103,
103
],
[104,
104
],
[104,
104
],
[105,
105
],
[105,
105
],
[105,
105
],
[104,
104
],
[104,
104
],
[103,
103
],
[103,
103
],
[102,
102
],
[100,
100
],
[99,
99
],
[98,
98
],
[97,
97
],
[95,
95
],
[94,
94
],
[93,
93
],
[93,
93
],
[92,
92
]
]
}
}
},
"quality": {"light": 0.87,
"dark": 0.13,
"illumination": 0.1,
"specularity": 0.1,
"blurriness": 0.2
},
"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
},
"landmarks68": [[8,
8
],
[14,
14
],
[28,
28
],
[48,
48
],
[72,
72
],
[102,
102
],
[134,
134
],
[168,
168
],
[213,
213
],
[262,
262
],
[306,
306
],
[345,
345
],
[376,
376
],
[392,
392
],
[397,
397
],
[399,
399
],
[394,
394
],
[2,
2
],
[22,
22
],
[50,
50
],
[79,
79
],
[106,
106
],
[165,
165
],
[199,
199
],
[236,
236
],
[278,
278
],
[317,
317
],
[137,
137
],
[136,
136
],
[136,
136
],
[136,
136
],
[119,
119
],
[135,
135
],
[154,
154
],
[174,
174
],
[193,
193
],
[40,
40
],
[57,
57
],
[83,
83
],
[108,
108
],
[84,
84
],
[58,
58
],
[203,
203
],
[222,
222
],
[249,
249
],
[277,
277
],
[258,
258
],
[229,
229
],
[119,
119
],
[130,
130
],
[149,
149
],
[167,
167
],
[185,
185
],
[222,
222
],
[259,
259
],
[232,
232
],
[200,
200
],
[177,
177
],
[155,
155
],
[134,
134
],
[127,
127
],
[152,
152
],
[170,
170
],
[190,
190
],
[250,
250
],
[193,
193
],
[172,
172
],
[152,
152
]
],
"landmarks5": [[72,
72
],
[240,
240
],
[154,
154
],
[119,
119
],
[259,
259
]
],
"face_quality": {"status": 0,
"checks": [{"name": "image_format",
"object_value": "JPEG",
"threshold_value": ["JPEG",
"JPEG2000",
"PNG"
],
"result": 1
},
{"name": "illumination_quality",
"object_value": 0.6005162000656128,
"threshold_value": {"min": 0.3,
"max": 1
},
"result": 1
},
{"name": "specularity_quality",
"object_value": 0.7662366628646851,
"threshold_value": {"min": 0.3,
"max": 1
},
"result": 1
},
{"name": "blurriness_quality",
"object_value": 0.9429352283477783,
"threshold_value": {"min": 0.61,
"max": 1
},
"result": 1
},
{"name": "dark_quality",
"object_value": 0.9020983576774597,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "light_quality",
"object_value": 0.7881984114646912,
"threshold_value": {"min": 0.57,
"max": 1
},
"result": 1
},
{"name": "head_yaw",
"object_value": 2.818983316421509,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_pitch",
"object_value": 3.816443920135498,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_roll",
"object_value": 5.434040069580078,
"threshold_value": {"min": -8,
"max": 8
},
"result": 1
},
{"name": "gaze_yaw",
"object_value": -3.773012399673462,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "gaze_pitch",
"object_value": 0.7140519022941589,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "mouth_smiling",
"object_value": 0.000290759839117527,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "mouth_occluded",
"object_value": 0.00009619363845558837,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "mouth_open",
"object_value": 0.6226108074188232,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "glasses",
"object_value": "no_glasses",
"threshold_value": ["no_glasses",
"eyeglasses"
],
"result": 1
},
{"name": "left_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "right_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "head_horizontal_center",
"object_value": 0.51,
"threshold_value": {"min": 0.45,
"max": 0.55
},
"result": 1
},
{"name": "head_vertical_center",
"object_value": 0.51,
"threshold_value": {"min": 0.3,
"max": 0.5
},
"result": 1
},
{"name": "head_width",
"object_value": 0.61,
"threshold_value": {"min": 0.5,
"max": 0.75
},
"result": 1
},
{"name": "head_height",
"object_value": 0.71,
"threshold_value": {"min": 0.6,
"max": 0.9
},
"result": 1
},
{"name": "eye_distance",
"object_value": 110,
"threshold_value": {"min": 90,
"max": null
},
"result": 1
},
{"name": "image_width",
"object_value": 1000,
"threshold_value": {"min": 200,
"max": 1100
},
"result": 1
},
{"name": "image_height",
"object_value": 2000,
"threshold_value": {"min": 200,
"max": 1100
},
"result": 1
},
{"name": "aspect_ratio",
"object_value": 0.5,
"threshold_value": {"min": 0.1,
"max": 1
},
"result": 1
},
{"name": "face_width",
"object_value": 500,
"threshold_value": {"min": 400,
"max": 600
},
"result": 1
},
{"name": "face_height",
"object_value": 500,
"threshold_value": {"min": 400,
"max": 600
},
"result": 1
},
{"name": "indent_left",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_right",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_upper",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_lower",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "image_size",
"object_value": 100500,
"threshold_value": {"min": 10,
"max": 100600
},
"result": 1
},
{"name": "eyebrows_state",
"object_value": "neutral",
"threshold_value": ["neutral"
],
"result": 1
},
{"name": "smile_properties",
"object_value": "smile_lips",
"threshold_value": ["none"
],
"result": 0
},
{"name": "headwear_type",
"object_value": "hat",
"threshold_value": ["none"
],
"result": 0
},
{"name": "natural_light",
"object_value": 1,
"threshold_value": 1,
"result": 1
},
{"name": "radial_distortion",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "red_eyes",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "face_color_type",
"object_value": "color",
"threshold_value": ["color"
],
"result": 1
},
{"name": "illumination_uniformity",
"object_value": 0.7305162000656128,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "dynamic_range",
"object_value": 0.6605162000656128,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
}
]
}
},
"url": "/6/samples/faces/a16c8b6c-2818-4bae-9fd5-65acc8d4bb5c"
}
},
"detect_time": "2018-08-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"track_id": "useful_track_id_number_1",
"aggregate_estimations": {"face": {"attributes": {"liveness": {"prediction": "real",
"estimations": {"quality": 0.9,
"score": 0.8
}
}
}
}
}
}
],
"filtered_detections": {"face_detections": [ ]
}
}

generate events options

Get options for the resource.

path Parameters

handler_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Handler ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

save event

Save event which was generated by the user. The event structure is similar to an event from handler response. Input events will send to the Sender also and to plugins. Therefore, these events are the same events except that events were generated an external handler. Handler ID must belong to a dynamic handler.

path Parameters

handler_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Dynamic handler ID.

query Parameters

wait_saving

integer

Default: 1

Enum: 0 1

Whether to wait for raw event saving.

If "0" is specified, the 202 status code will be expected in response to a successful request. This status code is returned after event is validated and added to the buffer. The system does not wait until the event is saved to the database. The event will be stored in the database after the response is sent.

If "1" is specified, the 201 status code will be expected in response to a successful request. This status code is returned only after event is stored in the database.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

	Array of objects <= 100 items List of body & face related detections.
source	string (source) <= 128 characters Additional information that user provides with event.
	object (input_event_location) Information about place where an event occurred.
external_id	string (event_external_id) <= 36 characters Default: "" User-defined external ID for the event.
user_data	string (event_user_data) <= 128 characters Default: "" User data associated with event.
track_id	string (track_id) ^[a-zA-Z0-9_\-]{1,36}$ Event track id.
	object (input_event_face) Face associated with event.
	Array of objects <= 30 items Nullable Sorted list with match result for the event.
	object (input_event_face_attribute) Nullable User extracted event face attributes.
	object (input_event_body_attribute) Nullable User extracted event body attributes.
	object (event_aggregate_estimations) Aggregated attributes estimated from samples.
tags	Array of strings [ 0 .. 100 ] items List of tags.
create_time	string <date-time> Time of the event creation.
end_time	string <date-time> The end time of the event.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"detections": [{"filename": "",
"samples": {"body": {"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"detection": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
}
},
"url": "/6/samples/bodies/45838c8b-04a1-4230-bda0-b5f77609b695"
},
"face": {"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"detection": {"attributes": {"mouth_attributes": {"occluded": 0,
"score": 0.999999165534973,
"smile": 0
},
"mask": {"estimations": {"medical_mask": 0.7108324766,
"missing": 0.0700698048,
"occluded": 0.2190976739
},
"predominant_mask": "medical_mask"
},
"emotions": {"estimations": {"anger": 0.00894705578684807,
"disgust": 0.00000965219624049496,
"fear": 0.00121302821207792,
"happiness": 0.00129503419157118,
"neutral": 0.986027479171753,
"sadness": 0.00187553185969591,
"surprise": 0.000632198702078313
},
"predominant_emotion": "neutral"
},
"head_pose": {"pitch": 18.6827487945557,
"roll": -10.3542232513428,
"yaw": 15.4102487564087
},
"gaze": {"pitch": 9.26744079589844,
"yaw": -19.4657287597656
},
"liveness": {"prediction": "spoof",
"estimations": {"quality": 0.347,
"score": 0.9345
}
}
},
"quality": {"light": 0.87,
"dark": 0.13,
"illumination": 0.1,
"specularity": 0.1,
"blurriness": 0.2
},
"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
},
"landmarks5": [ ],
"landmarks68": [ ],
"face_quality": {"status": 0,
"checks": [{"name": "image_format",
"object_value": "JPEG",
"threshold_value": [null
],
"result": 0
}
]
}
},
"url": "/6/samples/faces/45838c8b-04a1-4230-bda0-b5f77609b695"
}
},
"detect_time": "2018-08-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e\n"
}
],
"source": "3rd Avenue",
"location": {"city": "string",
"area": "string",
"district": "string",
"street": "string",
"house_number": "string",
"geo_position": {"longitude": 0,
"latitude": 0
}
},
"external_id": "14159261415926",
"user_data": "some event",
"track_id": "useful_track_id_number_1",
"face": {"face_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c6",
"event_id": "f9687459-986b-406d-9c1f-0d6289be5256",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"user_data": "fox1991",
"avatar": "https://st.kp.yandex.net/images/actor_iphone/iphone360_460188.jpg",
"lists": ["429b0e78-4616-426a-b57f-02baa72d638d",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
],
"url": "/6/faces/426542d6-5509-4e5b-8a01-e2abd5c0a8c6"
},
"matches": [{"label": "good guys",
"candidates": [{"face": {"face_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c6",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"user_data": "fox1991",
"create_time": "2018-08-11T09:11:41.674Z"
},
"similarity": 0.5
}
]
},
{"label": "bad guys",
"candidates": [{"event": {"event_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"user_data": "fox1991",
"create_time": "2018-08-11T09:11:41.674Z",
"handler_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7",
"source": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7"
},
"similarity": 0.3
}
]
}
],
"face_attributes": {"attribute_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"basic_attributes": {"age": 29,
"gender": 1,
"ethnicities": {"predominant_ethnicity": "african_american",
"estimations": {"asian": 0,
"indian": 0,
"caucasian": 0,
"african_american": 0
}
}
},
"score": 1,
"samples": {"samples": ["0d1cc36e-d719-4f54-8abe-4e5e0cb1f43c",
"2f1cbb34-12e5-486c-8f7f-57273053c32d"
]
},
"descriptor": "string",
"url": "string"
},
"body_attributes": {"score": 1,
"samples": {"samples": ["0d1cc36e-d719-4f54-8abe-4e5e0cb1f43c",
"2f1cbb34-12e5-486c-8f7f-57273053c32d"
]
},
"descriptor": "string"
},
"aggregate_estimations": {"face": {"attributes": {"liveness": {"prediction": "spoof",
"estimations": {"quality": 0,
"score": 0
}
},
"mask": {"estimations": {"medical_mask": 0,
"missing": 0,
"occluded": 0
},
"predominant_mask": "medical_mask"
},
"emotions": {"estimations": {"anger": 0,
"disgust": 0,
"fear": 0,
"happiness": 0,
"neutral": 0,
"sadness": 0,
"surprise": 0
},
"predominant_emotion": "surprise"
}
}
}
},
"tags": ["tag1",
"tag2"
],
"create_time": "2018-08-11T09:11:41.674Z",
"end_time": "2018-08-11T09:11:41.674Z"
}

Response samples

Content type

application/json

{"event_id": "b5d6fd45-fcca-453d-ac05-3e594054b813",
"url": "/6/events/b5d6fd45-fcca-453d-ac05-3e594054b813"
}

get statistics on events

Get event statistics by target(s) with applied filters.

Event fields and/or functions (count, min, etc.) can be set as targets for aggregation of events.

Grouping by frequency or grouping by time intervals is available.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

Array of objects (targets) >= 0 items

Default: [{"column":"event_id","aggregator":"count"}]

You can specify one or several event fields and functions for them for data aggregation.

The table includes event fields and available functions for them:

Column	Aggregator
	count	max	min	avg	group_by
event_id	+	-	-	-	+
external_id	+	-	-	-	+
handler_id	+	-	-	-	+
source	+	-	-	-	+
top_matching_candidates_label	+	-	-	-	+
top_similar_object_id	+	-	-	-	+
top_similar_external_id	+	-	-	-	+
top_similar_object_similarity	+	+	+	+	-
create_time	+	+	+	-	-
end_time	+	+	+	-	-
face_id	+	-	-	-	+
gender	+	+	+	+	+
age	+	+	+	+	+
emotion	+	+	+	+	+
mask	+	+	+	+	+
ethnic_group	+	+	+	+	+
liveness	+	+	+	+	+
user_data	+	-	-	-	+
tags	+	+	+	-	-
city	+	-	-	-	+
area	+	-	-	-	+
district	+	-	-	-	+
street	+	-	-	-	+
house_number	+	-	-	-	+
geo_position	+	-	-	-	-
track_id	+	-	-	-	+

Note! There must be at least one function different from group_by in the targets, otherwise an error occurs.

Array of objects (filters) >= 0 items

Specifies filters for events.

Operators available for each filter:

Filter	Operator
	like, nlike	in, nin	eq, neq	gt, gte, lt, lte	covered
tags	+	-	-	-	-
source	-	+	+	-	-
user_data	-	+	+	-	-
account_id	-	+	+	+	-
event_id	-	+	+	+	-
external_id	-	+	+	+	-
handler_id	-	+	+	+	-
top_matching_candidates_label	-	+	+	+	-
top_similar_object_id	-	+	+	+	-
top_similar_external_id	-	+	+	+	-
top_similar_object_similarity	-	-	-	+	-
face_id	-	+	+	+	-
gender	-	+	+	+	-
age	-	+	+	+	-
emotion	-	+	+	+	-
mask	-	+	+	+	-
ethnic_group	-	+	+	+	-
liveness	-	+	+	+	-
city	-	+	+	-	-
area	-	+	+	-	-
district	-	+	+	-	-
street	-	+	+	-	-
house_number	-	+	+	-	-
geo_position	-	-	-	-	+
track_id	-	+	+	-	-

Array of objects (periods) >= 0 items

Specifies the period of event creation. All the events created during this period will be included in the statistics.

You can set the start and end of the period or only one of the bounds.

Note! You can specify only one period!

group_by

string (group_by)

Enables you to group events by creation time according to one of two ways:

1) Grouping by time intervals - number and dimension

Parameter value	Description
`1m`	one minute
`2h`	two hours
`7d`	seven days
`5w`	five weeks
`3M`	three months
`10y`	ten years

2) The frequency grouping - one of the following

Parameter value	Description
`monthOfYear`	by month of year
`weekOfYear`	by week of year
`dayOfYear`	by day of year
`dayOfMonth`	by day of month
`dayOfWeek`	by day of week
`hourOfDay`	by hours of day
`minuteOfHour`	by minutes of hour

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"targets": [{"column": "event_id",
"aggregator": "count"
},
{"column": "age",
"aggregator": "group_by"
},
{"column": "gender",
"aggregator": "group_by"
}
],
"filters": [{"column": "source",
"operator": "eq",
"value": "Main_hall_camera"
}
],
"period": [{"operator": "gt",
"value": "2020-02-04T00:00:00.000Z"
},
{"operator": "lt",
"value": "2020-02-06T00:00:00.000Z"
}
],
"group_by": "dayOfWeek"
}

Response samples

Content type

application/json

{"fields": ["Group by time: dayOfWeek",
"gender, aggregator 'group_by'",
"age, aggregator 'group_by'",
"event_id, aggregator 'count'"
],
"stats": [["Tuesday",
0,
22,
45
],
["Tuesday",
0,
27,
23
],
["Tuesday",
1,
27,
45
],
["Wednesday",
0,
25,
34
],
["Wednesday",
1,
33,
345
]
]
}

events statistics options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get events

Get events that satisfy filters.

Default filters for events:

create_time__lt - current date and time
create_time__gte - current date and time minus month

Default filters are not used if any of the following parameters are defined:
- list of event IDs (event_ids)
- lower event ID boundary (event_id__gte)
- upper event ID boundary (event_id__lt)
- lower create time boundary (create_time__gte)
- upper create time boundary (create_time__lt)

The target parameter determines field that will be shown for each event. If target is not set, the response will contain all the fields.

query Parameters

target

string

Enum: "create_time" "end_time" "event_id" "handler_id" "external_id" "source" "top_match" "match_result" "face_detections" "face_id" "attach_result" "gender" "age" "emotion" "ethnic_group" "liveness" "body_detections" "tags" "user_data" "location" "mask" "track_id"

Example: target=create_time,event_id,face_detections

Comma-separated list of event fields. If set, each event from result will contain only specified fields, otherwise, events with all fields will be returned.

create_time__gte

string <date-time> (time)

Example: create_time__gte=2018-08-11T09:11:41.674Z

Lower included bound for object create_time.

create_time__lt

string <date-time> (time)

Example: create_time__lt=2018-08-11T09:11:41.674Z

Upper bound for object create_time.

end_time__gte

string <date-time> (time)

Example: end_time__gte=2018-08-11T09:11:41.674Z

Lower included bound for object end_time.

end_time__lt

string <date-time> (time)

Example: end_time__lt=2018-08-11T09:11:41.674Z

Upper bound for object end_time.

sources

string

Example: sources=cam1,cam2

Comma-separated list of sources. Each event from result will contain one of given sources.

cities

string

Example: cities=Moscow,New York

Comma-separated list of cities. Each event from result will contain one of given cities in "location" parameter.

areas

string

Example: areas=CAD,Manhattan

Comma-separated list of areas. Each event from result will contain one of given areas in "location" parameter.

districts

string

Example: districts=Mitino,Midtown

Comma-separated list of districts. Each event from result will contain one of given districts in "location" parameter.

streets

string

Example: streets=Arbat,West 48th street

Comma-separated list of streets. Each event from result will contain one of given streets in "location" parameter.

house_numbers

string

Example: house_numbers=1,220

Comma-separated list of house numbers. Each event from result will contain one of given house numbers in "location" parameter.

origin_longitude

number (longitude) [ -180 .. 180 ]

Example: origin_longitude=36.616

Longitude origin in degrees, a part of composite geo position filter.

Geo position filter is a bounding box specified by coordinates of its center (origin) and some delta.

Geo position filter is considered as properly specified if both origin_longitude and origin_latitude are set, and considered as properly empty if neither of origin_longitude, origin_latitude, longitude_delta, latitude_delta is set.

NOTE: highly recommended for citywide use only.

origin_latitude

number (latitude) [ -90 .. 90 ]

Example: origin_latitude=55.752

Latitude origin in degrees, a part of composite geo position filter.

Geo position filter is a bounding box specified by coordinates of its center (origin) and some delta.

Geo position filter is considered as properly specified if both origin_longitude and origin_latitude are set, and considered as properly empty if neither of origin_longitude, origin_latitude, longitude_delta, latitude_delta is set.

NOTE: highly recommended for citywide use only.

longitude_delta

number (longitude_delta) [ 0 .. 90 ]

Default: 0.01

Example: longitude_delta=0.01

Longitude delta in degrees, a part of composite geo position filter.

Geo position filter is a bounding box specified by coordinates of its center (origin) and some delta.

Geo position filter is considered as properly specified if both origin_longitude and origin_latitude are set, and considered as properly empty if neither of origin_longitude, origin_latitude, longitude_delta, latitude_delta is set.

If both origin_longitude and origin_latitude are set and longitude_delta is not set - the default value is applied.

WARNING: Bounding boxes with a vertex or border on the International Date Line (IDL) or the North or South pole are not fully supported due to features of database spatial index - filter result may be unexpected.

NOTE: highly recommended for citywide use only.

latitude_delta

number (latitude_delta) [ 0 .. 90 ]

Default: 0.01

Example: latitude_delta=0.01

Latitude delta in degrees, a part of composite geo position filter.

Geo position filter is a bounding box specified by coordinates of its center (origin) and some delta.

Geo position filter is considered as properly specified if both origin_longitude and origin_latitude are set, and considered as properly empty if neither of origin_longitude, origin_latitude, longitude_delta, latitude_delta is set.

If both origin_longitude and origin_latitude are set and latitude_delta is not set - the default value is applied.

WARNING: Bounding boxes with a vertex or border on the International Date Line (IDL) or the North or South pole are not fully supported due to features of database spatial index - filter result may be unexpected.

NOTE: highly recommended for citywide use only.

top_matching_candidates_label

string

Example: top_matching_candidates_label=matching_label

Top matching candidates label. Each event from result will contain given label.

top_similar_object_ids

Array of strings (external_id)

Example: top_similar_object_ids=14159261415926

Comma-separated list of top similar object IDs. Each event from result will contain one of given top similar object IDs.

top_similar_external_ids

Array of strings <uuid> (uuid)

Example: top_similar_external_ids=557d54ec-29ad-4f3c-93b4-c9092ef12515

Comma-separated list of top similar external IDs. Each event from result will contain one of given top similar external IDs.

top_similar_object_similarity__gte

number

Example: top_similar_object_similarity__gte=0.5

Top similar object similarity lower included bound.

top_similar_object_similarity__lt

number

Example: top_similar_object_similarity__lt=0.5

Top similar object similarity upper excluded bound.

age__lt

integer

Example: age__lt=50

Age upper excluded bound.

age__gte

integer

Example: age__gte=50

Age lower included bound.

gender

integer

Enum: 0 1

Example: gender=1

Gender. 1 - male, 0 - female.

emotions

string <list of integer (1, 2, 3, 4, 5, 6, 7)>

Example: emotions=1,2,3

Comma-separated list of predominant emotions. Each event from result will contain one of given emotions.

emotions	value
anger	1
disgust	2
fear	3
happiness	4
neutral	5
sadness	6
surprise	7

masks

string <list of integer (1, 2, 3)>

Example: masks=1,2,3

Comma-separated list of predominant mask states. Each event from result will contain one of given mask states.

mask state	value
missing	1
medical_mask	2
occluded	3

ethnic_groups

string <list of integer (1, 2, 3, 4)>

Example: ethnic_groups=1,2

Comma-separated list of dominant ethnic groups. Each event from result will contain one of given ethnic groups.

ethnicity	value
AfricanAmerican	1
Indian	2
Asian	3
Caucasian	4

liveness

string <list of integer (0, 1 ,2)>

Example: liveness=1,2

Comma-separated list of dominant liveness. Each event from result will contain one of given liveness.

liveness	value
spoof	0
real	1
unknown	2

face_ids

string <list of uuid>

Example: face_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381

Comma-separated list of face IDs.

event_ids

string <list of uuid.>

Example: event_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381

Comma-separated list of event IDs.

event_id__gte

string <uuid.>

Example: event_id__gte=8950722f-3fd4-4223-b48f-03f95f0e8dfb

Event ID lower included bound.

event_id__lt

string <uuid.>

Example: event_id__lt=346a5645-ec89-4806-820a-dbcb6e0dc381

Event ID upper excluded bound.

handler_ids

string <list of uuid.>

Example: handler_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381

Comma-separated list of handler IDs.

external_ids

string

Example: external_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381

Comma-separated list of external IDs.

user_data

string

Example: user_data=user_data_text

Find all objects with user_data similar to this parameter. You can specify only part of the user_data value for this filter.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

params = {
    "age__lt": 90,
    "cities": "New York,Moscow",
    "track_ids": "There_and_Back_Again,Around_the_World",
    "emotions": "3,4,5,6,7",
}

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/events"

response = requests.get(url, headers=headers, params=params)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"events": [{"create_time": "2020-10-11T09:11:41.674Z",
"end_time": "2020-10-11T09:11:42.674Z",
"event_id": "bd6df8ea-1df2-449d-b8e3-d1d40b215dc8",
"handler_id": "791f002e-919c-459d-b766-cba9f4130853",
"face_id": "e88b8804-fedb-4dc3-8a59-171caf416571",
"account_id": "a778c4a5-2191-476e-a261-3b4f9ce2e25e",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"source": "3rd Avenue",
"top_match": {"face_id": "a3cd6fd9-75c2-47aa-b2cc-82d6f9792072",
"similarity": 0.67,
"label": "good guys",
"external_id": "external_id_1"
},
"match_result": [{"candidates": [{"event": {"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"create_time": "2018-08-11T09:11:41.674Z",
"external_id": null,
"user_data": "user data",
"handler_id": null,
"source": "cam_1"
},
"similarity": 0.63
}
],
"label": "good guy"
}
],
"face_detections": [{"sample_id": "a3e8716f-70dc-42ad-8428-7a552e800a37",
"detection": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
}
},
"detect_time": "2020-10-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": null
}
],
"body_detections": [{"sample_id": "a3e8716f-70dc-42ad-8428-7a552e800a37",
"detect_time": "2020-10-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"attach_result": ["24d405ce-bc56-4bf7-98e1-bdc962b4cf34",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
],
"gender": 1,
"age": 27,
"emotion": 5,
"mask": 1,
"ethnic_group": 3,
"tags": ["good_event"
],
"user_data": "people are strange",
"location": {"city": "New York",
"area": "Manhattan",
"district": null,
"street": "West 48th street",
"house_number": "220",
"geo_position": {"latitude": -73.9906401596,
"longitude": 40.7627248564
}
},
"track_id": "e3ed4e18-2983-418d-879a-825e4517fc6c",
"liveness": 1
},
{"account_id": "e3ed4e18-2983-418d-879a-825e4517fc6c",
"create_time": "2021-06-18T21:27:47.500116+03:00",
"end_time": "2021-06-18T21:27:47.500116+03:00",
"event_id": "2a7b475f-047a-442f-903f-eb0f632a5f25",
"external_id": "5d169198-7999-41bc-8233-6f2e752c2b1a",
"handler_id": "c79134a3-6395-432d-90a1-e877588a9c8f",
"source": "Zhang_Ziyi",
"face_id": "665bb0b9-c3d9-400b-86ab-31375e55405a",
"gender": 0,
"age": 27,
"emotion": 4,
"mask": 3,
"ethnic_group": 3,
"user_data": "Zhang_Ziyi",
"track_id": "42104c78-8983-4ab8-a2ac-24653a7ce66d",
"attach_result": ["35c01353-a71b-4f55-844d-2b4a001f4c5f"
],
"tags": ["Rihanna",
"Top_model"
],
"face_detections": [{"sample_id": "67487758-fa42-4913-81e1-3750a4a45657",
"detect_time": "2021-06-18T21:27:47.500116+03:00",
"detect_ts": 123.456,
"image_origin": null,
"detection": {"rect": {"x": 228,
"y": 200,
"width": 413,
"height": 522
}
}
}
],
"body_detections": null,
"location": {"city": "New York",
"area": "Manhattan",
"district": "unknown",
"street": null,
"house_number": null,
"geo_position": {"latitude": -73.9906401596,
"longitude": 40.7627248564
}
},
"match_result": [{"label": "11f14560-25c6-4727-b096-7e52a973e350",
"candidates": [{"similarity": 0.1134187654,
"face": {"face_id": "af836e01-7f0a-467d-9f91-e69909066f44",
"user_data": "02e2565a-bd20-46bb-89f4-f7656a8eb0b7",
"create_time": "2021-06-18T21:27:41.549079+03:00",
"external_id": "3f8c9b4e-0d96-4617-8698-94b4c7932c0b"
}
}
]
},
{"label": "ac75a600-8bf9-4a02-8bc1-daa8eeb0b41e",
"candidates": [{"similarity": 0.0251344983,
"face": {"face_id": "9a27acea-54ec-4f54-8491-12ffa74cc51a",
"user_data": "851520ac-28d4-445c-8ecd-ced96a949545",
"create_time": "2021-06-18T21:27:42.374622+03:00",
"external_id": "77db6ad5-2eac-46eb-9574-52b4cbdeb80c"
}
}
]
}
],
"top_match": {"face_id": "af836e01-7f0a-467d-9f91-e69909066f44",
"label": "11f14560-25c6-4727-b096-7e52a973e350",
"similarity": 0.1134187654,
"external_id": "external_id_1"
},
"liveness": 1
}
]
}

events options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get event

Get event by ID.

The target parameter determines field that will be shown for specified event. If target is not set, the response will contain all the fields.

path Parameters

event_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Event ID.

query Parameters

target

string

Enum: "create_time" "end_time" "event_id" "handler_id" "external_id" "source" "top_match" "match_result" "face_detections" "face_id" "attach_result" "gender" "age" "emotion" "ethnic_group" "liveness" "body_detections" "tags" "user_data" "location" "mask" "track_id"

Example: target=create_time,event_id,face_detections

Comma-separated list of event fields. If set, an event from result will contain only specified fields, otherwise, an event with all fields will be returned.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import time

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}

url = f"{baseUri}/handlers"
payload = {
    "description": "non_dynamic_handler",
    "policies": {},
    "is_dynamic": False,
}
handlerId = requests.post(url, json=payload, headers=headers).json()["handler_id"]

with open("image.jpg", "rb") as image_file:
    image = image_file.read()

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
    "Luna-Event-Time": "2020-10-10T09:11:41.674Z",
}
url = f"{baseUri}/handlers/{handlerId}/events"

eventId = requests.post(
    url,
    headers=headers,
    data=image,
).json()["events"][0]["event_id"]

# We are waiting for the event to be created
time.sleep(5)

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/events/{eventId}"

response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"create_time": "2020-10-11T09:11:41.674Z",
"end_time": "2020-10-11T09:11:41.674Z",
"event_id": "bd6df8ea-1df2-449d-b8e3-d1d40b215dc8",
"handler_id": "791f002e-919c-459d-b766-cba9f4130853",
"face_id": "e88b8804-fedb-4dc3-8a59-171caf416571",
"account_id": "a778c4a5-2191-476e-a261-3b4f9ce2e25e",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"source": "3rd Avenue",
"top_match": {"face_id": "a3cd6fd9-75c2-47aa-b2cc-82d6f9792072",
"similarity": 0.67,
"label": "good guys",
"external_id": "external_id_1"
},
"match_result": [{"candidates": [{"event": {"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"create_time": "2018-08-11T09:11:41.674Z",
"external_id": null,
"user_data": "user data",
"handler_id": null,
"source": "cam_1"
},
"similarity": 0.63
}
],
"label": "good guy"
}
],
"face_detections": [{"sample_id": "a3e8716f-70dc-42ad-8428-7a552e800a37",
"detection": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
}
},
"detect_time": "2020-10-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": null
}
],
"body_detections": [{"sample_id": "a3e8716f-70dc-42ad-8428-7a552e800a37",
"detect_time": "2020-10-11T09:11:41.674Z",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"attach_result": ["24d405ce-bc56-4bf7-98e1-bdc962b4cf34",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
],
"gender": 1,
"age": 27,
"emotion": 5,
"mask": 1,
"ethnic_group": 3,
"tags": ["good_event"
],
"user_data": "people are strange",
"location": {"city": "New York",
"area": "Manhattan",
"district": null,
"street": "West 48th street",
"house_number": "220",
"geo_position": {"latitude": -73.9906401596,
"longitude": 40.7627248564
}
},
"track_id": "e3ed4e18-2983-418d-879a-825e4517fc6c"
}

check if event exists

Check if event with event_id exists.

path Parameters

event_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Event ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import time

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}

url = f"{baseUri}/handlers"
payload = {
    "description": "non_dynamic_handler",
    "policies": {},
    "is_dynamic": False,
}
handlerId = requests.post(url, json=payload, headers=headers).json()["handler_id"]

# emit event
with open("image.jpg", "rb") as image_file:
    image = image_file.read()

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Content-Type": "image/jpeg",
    "Luna-Event-Time": "2020-10-10T09:11:41.674Z",
}
url = f"{baseUri}/handlers/{handlerId}/events"

eventId = requests.post(
    url,
    headers=headers,
    data=image,
).json()["events"][0]["event_id"]

# We are waiting for the event to be created
time.sleep(5)

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/events/{eventId}"

response = requests.head(url, headers=headers)

print(response.status_code)

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

event options

Get options for the resource.

path Parameters

event_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Event ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

task processing

clustering task

Create a clustering task.

The Filters section specifies which faces (or events) should be added to the cluster. The filters are combined with logical AND.

Available filters depend on the object type: events or faces.

You can receive a report about the finished clustering task using the reporter task.

Use the GET request on resource /6/tasks/{task_id}/result to receive the task results.

If there are no results of the created task and error "Object not found" is returned, use the GET request on resource /6/tasks/errors/{error_id} to receive the task errors.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

description	string User data provided for the current task.
required	object (clustering_task_content) Clustering task content.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "clustering faces",
"content": {"objects_type": "faces",
"filters": {"face_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"external_ids": ["14159261415926"
],
"user_data": "info",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2018-08-11T09:11:41.674Z",
"face_id__gte": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"face_id__lt": "string",
"list_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"account_id": "string"
},
"params": {"use_track_info": 0
},
"threshold": 0.5,
"descriptor": {"type": "face"
},
"limit": 3
}
}

Response samples

Content type

application/json

{"task_id": 17
}

clustering options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

reporter task

Create a task report in CSV format.

Now the report is only created for clustering tasks.

The report contains additional information about clustering objects (faces or events). You can specify additional information that will be added to the report. The first and the second columns in the report always correspond to a cluster number and an object ID.

Use the GET request on resource /6/tasks/{task_id}/result to receive the task results. The result is returned in ZIP archive, which contains a CSV file. If you set the save_images parameter, then the ZIP archive will also contain a folder with images.

If there are no results of the created task and error "Object not found" is returned, use the GET request on resource /6/tasks/errors/{error_id} to receive the task errors.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

description	string Provided user data for the current task.
required	object (ReporterTaskContent) Reporter task content.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "report clustering events from cam1",
"content": {"filters": {"task_id": 146,
"account_id": "string"
},
"columns": ["face_id",
"user_data",
"create_time"
],
"csv_delimiter": "$",
"save_images": 1
}
}

Response samples

Content type

application/json

{"task_id": 17
}

reporter options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

exporter task

Collect event and/or face data and export them from LP to a CSV file. The file rows represent requested objects. Corresponding samples (if they were requested) are also returned.

Use the GET request on resource /6/tasks/{task_id}/result to receive the task results. The result is returned in ZIP archive, which contains a CSV file. If you set the save_images parameter, then the ZIP archive will also contain a folder with images.

If there are no results of the created task and error "Object not found" is returned, use the GET request on resource /6/tasks/errors/{error_id} to receive the task errors.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

description	string (task_description) <= 128 characters Task description.
required	any Exporter task content.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "task description",
"content": {"objects_type": "string",
"filters": {"face_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"external_ids": ["14159261415926"
],
"user_data": "info",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2018-08-11T09:11:41.674Z",
"face_id__gte": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"face_id__lt": "string",
"list_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515"
},
"columns": ["face_id",
"user_data",
"create_time"
],
"descriptor": {"type": "face"
},
"csv_delimiter": "$",
"save_images": 0
}
}

Response samples

Content type

application/json

{"task_id": 31
}

exporter options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

linker task

Create a linker task.

The task enables you to attach faces to the specified list according to the filters.

You can use faces or events as objects for the task. When events are used, new face is created for each of the events.

A list is required for the task processing:

If you specified a list, the Tasks service checks its existence and displays an error if the list is not found.
If you set new list creation using create_list = 1, new list is created.

Use the GET request on resource /6/tasks/{task_id}/result to receive the task results.

If there are no results of the created task and error "Object not found" is returned, use the GET request on resource /6/tasks/errors/{error_id} to receive the task errors.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

description	string User data provided for the current task.
required	object (linker_task_content) Linker task content.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "linker task one",
"content": {"create_list": 1,
"list_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"user_data": "list of good persons",
"objects_type": "faces",
"filters": {"face_ids": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"external_ids": ["14159261415926"
],
"user_data": "info",
"create_time__gte": "2018-08-11T09:11:41.674Z",
"create_time__lt": "2018-08-11T09:11:41.674Z",
"face_id__gte": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"face_id__lt": "string",
"list_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"account_id": "string"
}
}
}

Response samples

Content type

application/json

{"task_id": 29
}

linker options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

garbage collection task

Create a garbage collection task.

Use the GET request on resource /6/tasks/{task_id}/result to receive the task results.

If there are no results of the created task and error "Object not found" is returned, use the GET request on resource /6/tasks/errors/{error_id} to receive the task errors.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

One of

description	string User data provided for the current task.
required	object (GcEventsTaskContent) Garbage collecting task content to remove events.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "gc task one",
"content": {"target": "events",
"filters": {"create_time__lt": "string",
"insert_time__lt": "string",
"handler_id": "string"
},
"store_results": true,
"remove_samples": false,
"remove_image_origins": false
}
}

Response samples

Content type

application/json

{"task_id": 25
}

gc options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

cross-matching task

Create a cross-matching task.

The cross-matching task enables you to compare references (faces, attributes or events) with candidates (faces, attributes or events) according to the specified filters.

All the references are matched with all the candidates.

You can limit the number of candidates returned in matching results and set the minimum acceptable similarity threshold.

Use the GET request on resource /6/tasks/{task_id}/result to receive the task results.

If there are no results of the created task and error "Object not found" is returned, use the GET request on resource /6/tasks/errors/{error_id} to receive the task errors.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

description	string User data provided for the current task.
required	object (CrossMatchTaskContent) Cross match task content.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "matching visitors with the list of VIP customers",
"content": {"filters": {"reference_type": "events",
"candidate_type": "faces",
"reference_filters": {"gender": 1,
"sources": "Main_hall_camera"
},
"candidate_filters": {"create_time__gte": "2018-02-11T09:11:41.674Z",
"create_time__lt": "2020-02-12T09:11:41.674Z",
"list_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515"
}
},
"threshold": 0.5,
"limit": 3
}
}

Response samples

Content type

application/json

{"task_id": 15
}

cross match options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

ROC-curve calculating task

create a ROC-curve calculating task.

ROC (or Receiver Operating Characteristic) is a performance measurement for the classification problem at various threshold settings. The ROC-curve is plotted with TPR (True Positive Rate) against the FPR (False Positive Rate).

TPR is a true positive match pair count divided by a count of total expected positive match pairs, and FPR is a false positive match pair count divided by a count of total expected negative match pairs. Each point (FPR, TPR) of the ROC-cure corresponds to a certain similarity threshold.

The model performance is determined by looking at the area under the ROC-curve (or AUC), the ROC-curve and the secondary main diagonal intersection point, where type I and type II error rates are equal. The model performance is also determined by getting into the top-N probability, i.e. probability of getting a positive match pair into the top-N for any match result group sorted by similarity.

Use the GET request on resource /6/tasks/{task_id}/result to receive the task results.

If there are no results of the created task and error "Object not found" is returned, use the GET request on resource /6/tasks/errors/{error_id} to receive the task errors.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

description	string User data provided for the current task.
required	object (roc_task_content) ROC-curve calculating task content.

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "matching famous people with customers",
"content": {"markup": [{"face_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"label": 12
},
{"face_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"label": 12
}
],
"filters": {"account_id": "string"
},
"threshold_hit_top": 0.95,
"limit": 100,
"key_FPRs": [0.000001,
0.001
]
}
}

Response samples

Content type

application/json

{"task_id": 14
}

roc options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

estimator task

Create an estimator task.

Task allows to process images using established policies. Policies can be specified in the request or use saved ones by passing the handler ID.

The resource can accept three types of sources with images for processing:

ZIP archive
S3-like storage
Network disk
FTP server

WARNING: Check handler storage_policy before a task start, notification_policy and event_policy enable by default.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Content-Type	string Value: "application/json" Content type is `application/json`.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Request Body schema: application/json

description	string Provided user data for current task.
required	object (estimator_task_content) estimator task content

Responses

Request samples

Payload
python
python
bash

Content type

application/json

Example

{"description": "estimator task with zip archive",
"content": {"handler": {"handler_id": "c42ad7cb-9078-4be4-8457-4d3c744477df"
},
"source": {"source_type": "zip",
"reference": "http://example.com/123.zip",
"authorization": {"password": 123456
},
"image_type": 1
}
}
}

Response samples

Content type

application/json

{"task_id": 123
}

estimator options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

task info

get tasks

Get tasks according to the filters.

query Parameters

page

integer >= 1

Default: 1

Page number.

page_size

integer [ 1 .. 100 ]

Default: 10

Number of items on page.

create_time__lt

string <date-time> (time)

Example: create_time__lt=2018-08-11T09:11:41.674Z

Upper bound for object create_time.

create_time__gte

string <date-time> (time)

Example: create_time__gte=2018-08-11T09:11:41.674Z

Lower included bound for object create_time.

end_time__lt

string <date-time> (time)

Example: end_time__lt=2018-08-11T09:11:41.674Z

Upper bound for object end_time.

end_time__gte

string <date-time> (time)

Example: end_time__gte=2018-08-11T09:11:41.674Z

Lower included bound for object end_time.

task_ids

string <comma-separate task ids> (taskIds)

Example: task_ids=1,2,3

Comma-separated task IDs.

task_type

integer (task_type)

Enum: 0 1 2 3 4 5 6 7 8 9

Example: task_type=1

Task type.

task type	value
unknown	0
linker	1
clusterization	2
report	3
garbage collect	4
additional extract	5
cross match	6
roc-curve calculation	7
export objects	8
estimate data	9

task_status

integer (taskStatus)

Enum: 0 1 2 3 4 5

Example: task_status=1

Task status.

task status	value
pending	0
in progress	1
cancelled	2
failed	3
collect results	4
done	5

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/gc"
payload = {"content": {"target": "events"}}
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

params = {
    "task_id": taskId,
    "task_type": 4,
    "task_status": 5,
    "create_time__gte": "2018-08-11T09:11:41.674Z",
    "page": 1,
}

url = f"{baseUri}/tasks"
response = requests.get(url, headers=headers, params=params)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"tasks": [{"task_id": 27,
"account_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"create_time": "2018-08-11T09:11:41.674Z",
"end_time": null,
"last_update_time": "2018-08-11T09:11:41.674Z",
"task_type": 6,
"task_status": 1,
"result_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"count_task_parts_done": 10,
"count_task_parts_all": 100,
"content": {"filters": {"account_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"reference_type": "events",
"candidate_type": "faces",
"reference_filters": {"gender": 1,
"sources": "Main_hall_camera"
},
"candidate_filters": {"attribute_ids": ["83914110-cba3-46da-8dbe-e6e7a7aa2466",
"9027e290-db5a-43b0-9454-848ad377d428"
]
}
},
"threshold": 0.5,
"limit": 3
},
"description": "task description"
},
{"task_id": 13,
"create_time": "2018-10-11T09:11:41.755Z",
"account_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"end_time": "2018-10-11T10:15:41.700Z",
"last_update_time": "2018-10-11T09:11:41.755Z",
"task_type": 2,
"task_status": 5,
"result_id": "3d69b8c3-8465-4eca-8a27-c5a30cd83e3d",
"count_task_parts_done": 10,
"count_task_parts_all": 10,
"content": {"objects_type": "events",
"threshold": 0.61,
"params": {"use_track_info": 1
},
"descriptor": {"type": "face"
}
},
"description": "task description"
}
]
}

tasks options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get tasks count

Count tasks according to the filters.

query Parameters

create_time__lt

string <date-time> (time)

Example: create_time__lt=2018-08-11T09:11:41.674Z

Upper bound for object create_time.

create_time__gte

string <date-time> (time)

Example: create_time__gte=2018-08-11T09:11:41.674Z

Lower included bound for object create_time.

end_time__lt

string <date-time> (time)

Example: end_time__lt=2018-08-11T09:11:41.674Z

Upper bound for object end_time.

end_time__gte

string <date-time> (time)

Example: end_time__gte=2018-08-11T09:11:41.674Z

Lower included bound for object end_time.

task_ids

string <comma-separate task ids> (taskIds)

Example: task_ids=1,2,3

Comma-separated task IDs.

task_type

integer (task_type)

Enum: 0 1 2 3 4 5 6 7 8 9

Example: task_type=1

Task type.

task type	value
unknown	0
linker	1
clusterization	2
report	3
garbage collect	4
additional extract	5
cross match	6
roc-curve calculation	7
export objects	8
estimate data	9

task_status

integer (taskStatus)

Enum: 0 1 2 3 4 5

Example: task_status=1

Task status.

task status	value
pending	0
in progress	1
cancelled	2
failed	3
collect results	4
done	5

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/gc"
payload = {"content": {"target": "events"}}
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

params = {
    "task_id": taskId,
    "task_type": 4,
    "task_status": 5,
    "create_time__gte": "2018-08-11T09:11:41.674Z",
    "page": 1,
}

url = f"{baseUri}/tasks/count"
response = requests.get(url, headers=headers, params=params)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"count": 13
}

tasks count options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get task

Get task by ID.

path Parameters

task_id

required

integer >= 1

Task ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/gc"
payload = {"content": {"target": "events"}}
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/tasks/{taskId}"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"task_id": 13,
"account_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"create_time": "2018-08-11T09:11:41.674Z",
"end_time": "2018-08-11T10:11:41.674Z",
"last_update_time": "2018-08-11T10:11:41.674Z",
"task_type": 1,
"task_status": 5,
"result_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"count_task_parts_done": 10,
"count_task_parts_all": 10,
"content": {"objects_type": "faces",
"user_data": "some info",
"list_id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
"create_list": 1
},
"description": "task description"
}

cancel task

Cancel task by ID.

path Parameters

task_id

required

integer >= 1

Task ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/gc"
payload = {"content": {"target": "events"}}
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/tasks/{taskId}"
response = requests.patch(url, headers=headers)

print(response.status_code)

Response samples

Content type

application/json

{"error_code": 12012,
"desc": "Bad/incomplete input data",
"detail": "Bad query parameters 'account_id'",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12012"
}

delete task

Delete a task and the task results by the task ID.

path Parameters

task_id

required

integer >= 1

Task ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/gc"
payload = {"content": {"target": "events"}}
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/tasks/{taskId}"
response = requests.delete(url, headers=headers)

print(response.status_code)

Response samples

Content type

application/json

Example

{"error_code": 12012,
"desc": "Bad/incomplete input data",
"detail": "Bad query parameters 'account_id'",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12012"
}

task options

Get options for the resource.

path Parameters

task_id

required

integer >= 1

Task ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get task result

Get task result by the task ID.

In addition to the result of the task, the occurred errors can be returned in the response.

path Parameters

task_id

required

integer >= 1

Task ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import time

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/gc"
payload = {"content": {"target": "events"}}
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

# wait for tasks to complete
time.sleep(5)

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/tasks/{taskId}/result"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

Example

{"result": [{"event_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"samples": ["ceaef36e-944f-4b80-a110-96b7d82b8b58"
]
}
],
"errors": [ ]
}

task result options

Get options for the resource.

path Parameters

task_id

required

integer >= 1

Task ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get subtasks

Get subtasks of a task by ID.

path Parameters

task_id

required

integer >= 1

Task ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import time

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/gc"
payload = {"content": {"target": "events"}}
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

# wait for tasks to complete
time.sleep(5)

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/tasks/{taskId}/subtasks"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"subtasks": [{"subtask_id": 39,
"task_id": 39,
"result_id": "d4dd7ffc-b822-4ed1-88ab-dcce36ae6739",
"create_time": "2020-06-10T01:09:53.973246+03:00",
"end_time": "2020-06-10T01:09:54.014438+03:00",
"subtask_status": 4,
"content": {"target": "events",
"filters": {"account_id": "448f50d1-19cd-4c77-9c2f-f6358b2dd385"
}
}
},
{"subtask_id": 1,
"task_id": 1,
"result_id": null,
"create_time": "2021-06-18T22:02:00.435144+03:00",
"end_time": "2021-06-18T22:02:00.488094+03:00",
"subtask_status": 3,
"content": {"filters": {"list_id": "d94726c8-55c1-4acb-9ee3-7c40b69e1120",
"account_id": "448f50d1-19cd-4c77-9c2f-f6358b2dd385"
},
"objects_type": "faces",
"descriptor": {"type": "face"
}
}
}
]
}

subtasks options

Get options for the resource.

path Parameters

task_id

required

integer >= 1

Task ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

task errors

get task errors

Get errors of a task by the task ID.

path Parameters

task_id

required

integer >= 1

Task ID.

query Parameters

page	integer >= 1 Default: 1 Page number.
page_size	integer [ 1 .. 100 ] Default: 10 Number of items on page.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import time
from uuid import uuid4

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

payload = {
    "description": "matching famous people with customers",
    "content": {
        "markup": [
            {"face_id": str(uuid4()), "label": 1},
            {"face_id": str(uuid4()), "label": 2},
        ],
    },
}

url = f"{baseUri}/tasks/roc"
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

# wait for tasks to complete
time.sleep(5)

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}

url = f"{baseUri}/tasks/{taskId}/errors"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"errors": [{"error_id": 5808750,
"task_id": 14980,
"subtask_id": 69825,
"error_code": 28010,
"description": "Objects not found",
"detail": "Objects for clustering not found (empty set)",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-28010",
"additional_info": null,
"error_time": "2019-04-29T10:53:42.417396+03:00"
},
{"error_id": 9,
"task_id": 41,
"subtask_id": 41,
"error_code": 13003,
"description": "Object not found",
"detail": "Image with id 'a75ddc76-e37e-45f5-9a7a-93e4001208fb' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13003",
"additional_info": "f2d470e7-03c1-4cb2-84b5-ea480f00b1f0",
"error_time": "2020-05-09T04:10:35.279253+03:00"
}
]
}

task errors options

Get options for the resource.

path Parameters

task_id

required

integer >= 1

Task ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get errors

Get errors according to the filters.

query Parameters

page

integer >= 1

Default: 1

Page number.

page_size

integer [ 1 .. 100 ]

Default: 10

Number of items on page.

task_ids

string <comma-separate task ids> (taskIds)

Example: task_ids=1,2,3

Comma-separated task IDs.

error_code

integer (error_code)

Error code.

error_ids

string <comma-separate task ids> (errorIds) non-empty

Example: error_ids=4,5,6

Comma-separated error IDs.

error_time__lt

string <date-time> (time)

Example: error_time__lt=2018-08-11T09:11:41.674Z

Upper bound for object error_time.

error_time__gte

string <date-time> (time)

Example: error_time__gte=2018-08-11T09:11:41.674Z

Lower included bound for object error_time.

task_type

integer (task_type)

Enum: 0 1 2 3 4 5 6 7 8 9

Example: task_type=1

Task type.

task type	value
unknown	0
linker	1
clusterization	2
report	3
garbage collect	4
additional extract	5
cross match	6
roc-curve calculation	7
export objects	8
estimate data	9

status_code

integer (status_code) [ 400 .. 599 ]

Example: status_code=500

HTTP status code.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import time
from uuid import uuid4

baseUri = "http://127.0.0.1:5000/6"

# create bad task
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "description": "matching famous people with customers",
    "content": {
        "markup": [
            {"face_id": str(uuid4()), "label": 1},
            {"face_id": str(uuid4()), "label": 2},
        ],
    },
}
url = f"{baseUri}/tasks/roc"
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

# wait for tasks to complete
time.sleep(5)

# get tasks error id list
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/{taskId}/errors"
response = requests.get(url, headers=headers)
errorIds = [
    str(error["error_id"]) for error in response.json()["errors"]
]

# get error according to the filters
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "errors": [
        {
            "error_id": ",".join(errorIds),
            "task_id": taskId,
            "error_time__gte": "2018-08-11T09:11:41.674Z",
        }
    ]
}

url = f"{baseUri}/tasks/errors"
response = requests.get(url, headers=headers, json=payload)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"errors": [{"error_id": 5808750,
"task_id": 14980,
"subtask_id": 69825,
"error_code": 28010,
"description": "Objects not found",
"detail": "Objects for clustering not found (empty set)",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-28010",
"additional_info": null,
"error_time": "2019-04-29T10:53:42.417396+03:00"
},
{"error_id": 9,
"task_id": 41,
"subtask_id": 41,
"error_code": 13003,
"description": "Object not found",
"detail": "Image with id 'a75ddc76-e37e-45f5-9a7a-93e4001208fb' not found",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-13003",
"additional_info": "f2d470e7-03c1-4cb2-84b5-ea480f00b1f0",
"error_time": "2020-05-09T04:10:35.279253+03:00"
}
]
}

errors options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get errors count

Count errors according to the filters.

query Parameters

error_time__lt

string <date-time> (time)

Example: error_time__lt=2018-08-11T09:11:41.674Z

Upper bound for object error_time.

error_time__gte

string <date-time> (time)

Example: error_time__gte=2018-08-11T09:11:41.674Z

Lower included bound for object error_time.

task_type

integer (task_type)

Enum: 0 1 2 3 4 5 6 7 8 9

Example: task_type=1

Task type.

task type	value
unknown	0
linker	1
clusterization	2
report	3
garbage collect	4
additional extract	5
cross match	6
roc-curve calculation	7
export objects	8
estimate data	9

status_code

integer (status_code) [ 400 .. 599 ]

Example: status_code=500

HTTP status code.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import time
from uuid import uuid4

baseUri = "http://127.0.0.1:5000/6"

# create bad task
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "description": "matching famous people with customers",
    "content": {
        "markup": [
            {"face_id": str(uuid4()), "label": 1},
            {"face_id": str(uuid4()), "label": 2},
        ],
    },
}
url = f"{baseUri}/tasks/roc"
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

# wait for tasks to complete
time.sleep(5)

# get tasks error id list
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/{taskId}/errors"
response = requests.get(url, headers=headers)
errorIds = [
    str(error["error_id"]) for error in response.json()["errors"]
]

# get error count
headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "errors": [
        {
            "error_id": ",".join(errorIds),
            "task_id": taskId,
            "error_time__gte": "2018-08-11T09:11:41.674Z",
        }
    ]
}

url = f"{baseUri}/tasks/errors/count"
response = requests.get(url, headers=headers, json=payload)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"count": 18
}

task errors count options

Get options for the resource.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get error

Get error by ID.

path Parameters

error_id

required

integer >= 1

Error ID.

query Parameters

error_id

integer (errorId)

Example: error_id=10

Error ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests
import time
from uuid import uuid4

baseUri = "http://127.0.0.1:5000/6"

# create bad task
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
payload = {
    "description": "matching famous people with customers",
    "content": {
        "markup": [
            {"face_id": str(uuid4()), "label": 1},
            {"face_id": str(uuid4()), "label": 2},
        ],
    },
}
url = f"{baseUri}/tasks/roc"
taskId = requests.post(url, headers=headers, json=payload).json()["task_id"]

# wait for tasks to complete
time.sleep(5)

# get tasks error id list
headers = {
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/tasks/{taskId}/errors"
response = requests.get(url, headers=headers)
errorId = [
    str(error["error_id"]) for error in response.json()["errors"]
][0]

url = f"{baseUri}/tasks/errors/{errorId}"
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"error_id": 5808750,
"task_id": 14980,
"subtask_id": 69825,
"error_code": 28010,
"description": "Objects not found",
"detail": "Objects for clustering not found (empty set)",
"additional_info": null,
"error_time": "2019-04-29T10:53:42.417396+03:00",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-28010"
}

error options

Get options for the resource.

path Parameters

error_id

required

integer >= 1

Error ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

verifiers

create verifier

Create new verifier.

The verifier determinates a list of rules for processing and verification of input images.

You can set:

verification_threshold
detect_policy
extract_policy
storage_policy for attributes and face samples.

The created handler can be used in "raw verification" and "perform verification" requests.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

description	string <= 128 characters Verifier user description.
	object

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "strict verifier",
"policies": {"verification_threshold": 0.99,
"detect_policy": {"multiface_policy": 0,
"estimate_head_pose": 0,
"estimate_emotions": 0,
"estimate_mask": 0,
"estimate_quality": 0,
"estimate_gaze": 0,
"estimate_eyes_attributes": 0,
"estimate_mouth_attributes": 0,
"detect_landmarks68": 0,
"extract_exif": 0,
"yaw_threshold": 180,
"roll_threshold": 180,
"pitch_threshold": 180,
"mask_states": [ ],
"estimate_liveness": {"estimate": 0,
"liveness_threshold": 0,
"quality_threshold": 0
},
"liveness_states": [ ],
"face_quality": {"estimate": 0,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.45,
"max": 0.55
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.5
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 0.75
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.6,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 0
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 1
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 1
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 0,
"fd_score_threshold": 0.7
},
"storage_policy": {"attribute_policy": {"store_attribute": 0
},
"face_sample_policy": {"store_sample": 0
}
}
}
}

Response samples

Content type

application/json

{"verifier_id": "b5d6fd45-fcca-453d-ac05-3e594054b813",
"url": "/6/verifiers/b5d6fd45-fcca-453d-ac05-3e594054b813"
}

get verifiers

Get verifiers by filters.

query Parameters

description	string Records with descriptions similar to this parameter will be processed.
page	integer >= 1 Default: 1 Page number.
page_size	integer [ 1 .. 100 ] Default: 10 Number of items on page.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}

url = f"{baseUri}/verifiers"

payload = {
    "description": "new verifier",
    "policies": {
        "verification_threshold": 0.5,
        "detect_policy": {
            "estimate_mask": 1
        },
        "extract_policy": {
            "extract_basic_attributes": 1
        },
        "storage_policy": {
            "attribute_policy": {
                "store_attribute": 1
            },
            "face_sample_policy": {
                "store_sample": 1
            }
        }
    }
}

# create verifier
requests.post(url, json=payload, headers=headers)

# get verifiers
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

[{"verifier_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397",
"description": "simple verifier",
"policies": {"verification_threshold": 0.99,
"detect_policy": {"multiface_policy": 0,
"estimate_head_pose": 0,
"estimate_emotions": 0,
"estimate_mask": 0,
"estimate_quality": 0,
"estimate_gaze": 0,
"estimate_eyes_attributes": 0,
"estimate_mouth_attributes": 0,
"detect_landmarks68": 0,
"extract_exif": 0,
"yaw_threshold": 180,
"roll_threshold": 180,
"pitch_threshold": 180,
"mask_states": [1
],
"estimate_liveness": {"estimate": 1,
"quality_threshold": 0.7,
"liveness_threshold": 0.7
},
"liveness_states": [1
],
"face_quality": {"estimate": 1,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 100
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.4,
"max": 0.9
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.4,
"max": 0.9
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 1,
"fd_score_threshold": 0.7
},
"storage_policy": {"attribute_policy": {"store_attribute": 0
},
"face_sample_policy": {"store_sample": 0
}
}
},
"create_time": "2019-08-24T14:15:22Z",
"last_update_time": "2019-08-24T14:15:22Z",
"version": 111
},
{"verifier_id": "a48609f8-860f-412d-abab-9abfdb517e67",
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397",
"create_time": "2021-06-18T22:05:06.324756+03:00",
"last_update_time": "2021-06-18T22:05:06.324756+03:00",
"description": "AAAac93c7fe-cda1-44b3-bcac-2421e3cb5924BBB",
"policies": {"detect_policy": {"multiface_policy": 1,
"estimate_head_pose": 0,
"estimate_emotions": 0,
"estimate_mask": 0,
"estimate_quality": 0,
"estimate_gaze": 0,
"estimate_eyes_attributes": 0,
"estimate_mouth_attributes": 0,
"detect_landmarks68": 0,
"extract_exif": 0,
"pitch_threshold": null,
"roll_threshold": null,
"yaw_threshold": null,
"mask_states": null,
"estimate_liveness": {"estimate": 0,
"quality_threshold": 0.7,
"liveness_threshold": 0.7
},
"liveness_states": null,
"face_quality": {"estimate": 1,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 100
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.4,
"max": 0.9
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.4,
"max": 0.9
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 0,
"fd_score_threshold": 0
},
"storage_policy": {"attribute_policy": {"store_attribute": 0
},
"face_sample_policy": {"store_sample": 0
}
},
"verification_threshold": 0.9
},
"version": 0
}
]

raw verification

This request performs verification of input descriptors.

"Similarity" and "verification status" are returned for each candidate.

"Verification status" is "True" if the received similarity is greater than the verification_threshold (specified in the verifier handler). Hence, the reference and the candidate are considered the same person.

You should specify descriptors as references and candidates for this request.

path Parameters

verifier_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Verifier ID.

header Parameters

Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Enum: "application/json" "application/msgpack" Format of a request body data.
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Request Body schema:
application/json
application/json
application/msgpack

required	Array of xpk_file_entity_base64 (object) or sdk_descriptor_entity_base64 (object) or raw_descriptor_entity_base64 (object) non-empty Reference list for verification.
required	Array of xpk_file_entity_base64 (object) or sdk_descriptor_entity_base64 (object) or raw_descriptor_entity_base64 (object) non-empty Candidates for verification.

Responses

Request samples

Payload
python
python
bash

Content type

{"references": [{"data": "string",
"id": "string",
"type": "xpk_file"
}
],
"candidates": [{"data": "string",
"id": "string",
"type": "xpk_file"
}
]
}

Response samples

Content type

application/json

{"matches": [{"reference_id": "123456s",
"matches": [{"candidate_id": "31415926",
"similarity": 0.5,
"status": true
}
]
},
{"reference_id": "raw-1",
"matches": [{"candidate_id": "candidate",
"similarity": 0.0210287365,
"status": false
},
{"candidate_id": "sdk",
"similarity": 0.0210287365,
"status": false
},
{"candidate_id": "xpk",
"similarity": 0.0210287365,
"status": false
}
]
}
]
}

perform verification

Verify given images and/or descriptors against specified objects set: faces IDs, events IDs, external IDs.

"Similarity" and "verification status" are returned for each candidate.

"Verification status" is "True" if the received similarity is greater than the verification_threshold (specified in the verifier handler). Hence, the reference and the candidate are considered the same person.

The input images are processed according to the specified policies and the received information is returned in the response.

path Parameters

verifier_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Verifier ID.

query Parameters

face_ids	string <list of uuid> Example: face_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381 Comma-separated list of face IDs.
event_ids	string <list of uuid.> Example: event_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381 Comma-separated list of event IDs.
attribute_ids	string <list of uuid> Example: attribute_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381 Comma-separated list of attribute IDs.
external_ids	string Example: external_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc381 Comma-separated list of external IDs.
use_exif_info	integer Default: 1 Enum: 0 1 Example: use_exif_info=1 Whether to try to auto orient image based on EXIF data. The processed image should have EXIF data, otherwise auto orientation will not be performed. Has no effect with tiff images (they're always auto oriented). Ignored with warped images (see `warped_image` or `image_type` parameter).

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Enum: "image/jpeg" "image/png" "image/bmp" "image/x-portable-pixmap" "image/tiff" "multipart/form-data" "application/json" "image/x-jpeg-base64" "image/x-png-base64" "image/x-bmp-base64" "image/x-tiff-base64" "image/x-portable-pixmap-base64" "application/x-sdk-descriptor" "application/x-sdk-descriptor-base64" "application/x-vl-xpk" "application/x-vl-xpk-base64"

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/x-portable-pixmap
image/tiff
application/x-sdk-descriptor
application/x-vl-xpk
image/x-jpeg-base64
image/x-png-base64
image/x-bmp-base64
image/x-tiff-base64
image/x-portable-pixmap-base64
application/x-sdk-descriptor-base64
application/x-vl-xpk-base64
multipart/form-data
application/json

string <binary>

Responses

Request samples

Payload
python
python
bash

Response samples

Content type

application/json

{"images": [{"error": {"error_code": 0,
"detail": "Success",
"desc": "Success",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-0"
},
"status": 1,
"filename": "penelope.jpeg",
"exif": {"make": "Apple",
"model": "iPhone 11",
"gps": {"latitude": "55.0, 45.0, 18.29",
"longitude": "37.0, 39.0, 16.32"
},
"software": "13.6.1",
"orientation": 6
},
"detections": {"face_detections": [{"verifications": [{"similarity": 0.5,
"status": true,
"face": {"face_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
}
],
"face_attributes": {"attribute_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"basic_attributes": {"age": 29,
"gender": 1,
"ethnicities": {"estimations": {"african_american": 1.92238889737406e-12,
"asian": 0.954671621322632,
"caucasian": 0.045328326523304,
"indian": 7.65100649502415e-10
},
"predominant_ethnicity": "asian"
}
},
"score": 0,
"url": "/6/attributes/24d405ce-bc56-4bf7-98e1-bdc962b4cf34",
"samples": ["a3e8716f-70dc-42ad-8428-7a552e800a37"
]
},
"sample": {"face": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
},
"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"url": "/6/samples/faces/a16c8b6c-2818-4bae-9fd5-65acc8d4bb5c",
"attributes": {"mouth_attributes": {"occluded": 0,
"opened": 0.1,
"score": 0.999999165534973,
"smile": 0.2
},
"emotions": {"estimations": {"anger": 0.00894705578684807,
"disgust": 0.00000965219624049496,
"fear": 0.00121302821207792,
"happiness": 0.00129503419157118,
"neutral": 0.986027479171753,
"sadness": 0.00187553185969591,
"surprise": 0.000632198702078313
},
"predominant_emotion": "neutral"
},
"head_pose": {"pitch": 18.6827487945557,
"roll": -10.3542232513428,
"yaw": 15.4102487564087
},
"gaze": {"pitch": 9.26744079589844,
"yaw": -19.4657287597656
}
},
"quality": {"light": 0.87,
"dark": 0.13,
"illumination": 0.1,
"specularity": 0.1,
"blurriness": 0.2
},
"landmarks5": [[72,
72
],
[240,
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],
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],
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],
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]
],
"landmarks68": [[8,
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],
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],
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],
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],
[250,
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],
[193,
193
],
[172,
172
],
[152,
152
]
],
"face_quality": {"status": 0,
"checks": [{"name": "image_format",
"object_value": "JPEG",
"threshold_value": ["JPEG",
"JPEG2000",
"PNG"
],
"result": 1
},
{"name": "illumination_quality",
"object_value": 0.6005162000656128,
"threshold_value": {"min": 0.3,
"max": 1
},
"result": 1
},
{"name": "specularity_quality",
"object_value": 0.7662366628646851,
"threshold_value": {"min": 0.3,
"max": 1
},
"result": 1
},
{"name": "blurriness_quality",
"object_value": 0.9429352283477783,
"threshold_value": {"min": 0.61,
"max": 1
},
"result": 1
},
{"name": "dark_quality",
"object_value": 0.9020983576774597,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "light_quality",
"object_value": 0.7881984114646912,
"threshold_value": {"min": 0.57,
"max": 1
},
"result": 1
},
{"name": "head_yaw",
"object_value": 2.818983316421509,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_pitch",
"object_value": 3.816443920135498,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_roll",
"object_value": 5.434040069580078,
"threshold_value": {"min": -8,
"max": 8
},
"result": 1
},
{"name": "gaze_yaw",
"object_value": -3.773012399673462,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "gaze_pitch",
"object_value": 0.7140519022941589,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "mouth_smiling",
"object_value": 0.000290759839117527,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "mouth_occluded",
"object_value": 0.00009619363845558837,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "mouth_open",
"object_value": 0.6226108074188232,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "glasses",
"object_value": "no_glasses",
"threshold_value": ["no_glasses",
"eyeglasses"
],
"result": 1
},
{"name": "left_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "right_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "head_horizontal_center",
"object_value": 0.51,
"threshold_value": {"min": 0.45,
"max": 0.55
},
"result": 1
},
{"name": "head_vertical_center",
"object_value": 0.51,
"threshold_value": {"min": 0.3,
"max": 0.5
},
"result": 1
},
{"name": "head_width",
"object_value": 0.61,
"threshold_value": {"min": 0.5,
"max": 0.75
},
"result": 1
},
{"name": "head_height",
"object_value": 0.71,
"threshold_value": {"min": 0.6,
"max": 0.9
},
"result": 1
},
{"name": "eye_distance",
"object_value": 110,
"threshold_value": {"min": 90,
"max": null
},
"result": 1
},
{"name": "image_width",
"object_value": 1000,
"threshold_value": {"min": 200,
"max": 1100
},
"result": 1
},
{"name": "image_height",
"object_value": 2000,
"threshold_value": {"min": 200,
"max": 1100
},
"result": 1
},
{"name": "aspect_ratio",
"object_value": 0.5,
"threshold_value": {"min": 0.1,
"max": 1
},
"result": 1
},
{"name": "face_width",
"object_value": 500,
"threshold_value": {"min": 400,
"max": 600
},
"result": 1
},
{"name": "face_height",
"object_value": 500,
"threshold_value": {"min": 400,
"max": 600
},
"result": 1
},
{"name": "indent_left",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_right",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_upper",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_lower",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "image_size",
"object_value": 100500,
"threshold_value": {"min": 10,
"max": 100600
},
"result": 1
},
{"name": "eyebrows_state",
"object_value": "neutral",
"threshold_value": ["neutral"
],
"result": 1
},
{"name": "smile_properties",
"object_value": "smile_lips",
"threshold_value": ["none"
],
"result": 0
},
{"name": "headwear_type",
"object_value": "hat",
"threshold_value": ["none"
],
"result": 0
},
{"name": "natural_light",
"object_value": 1,
"threshold_value": 1,
"result": 1
},
{"name": "radial_distortion",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "red_eyes",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "face_color_type",
"object_value": "color",
"threshold_value": ["color"
],
"result": 1
},
{"name": "illumination_uniformity",
"object_value": 0.6305162000656128,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "dynamic_range",
"object_value": 0.5305162000656128,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
}
]
}
}
}
}
],
"filtered_detections": {"face_detections": [{"filter_reasons": [{"filter_name": "pitch_threshold",
"object_value": 0,
"threshold_value": 0
}
],
"detection": {"filename": "1.jpg",
"sample": {"detection": {"attributes": {"mouth_attributes": {"occluded": 0,
"opened": 0.2,
"score": 0.999999165534973,
"smile": 0.1
},
"emotions": {"estimations": {"anger": 0.00894705578684807,
"disgust": 0.00000965219624049496,
"fear": 0.00121302821207792,
"happiness": 0.00129503419157118,
"neutral": 0.986027479171753,
"sadness": 0.00187553185969591,
"surprise": 0.000632198702078313
},
"predominant_emotion": "neutral"
},
"head_pose": {"pitch": 18.6827487945557,
"roll": -10.3542232513428,
"yaw": 15.4102487564087
},
"gaze": {"pitch": 9.26744079589844,
"yaw": -19.4657287597656
}
},
"quality": {"light": 0.87,
"dark": 0.13,
"illumination": 0.1,
"specularity": 0.1,
"blurriness": 0.2
},
"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
},
"landmarks5": [[72,
72
],
[240,
240
],
[154,
154
],
[119,
119
],
[259,
259
]
],
"landmarks68": [[8,
8
],
[14,
14
],
[28,
28
],
[48,
48
],
[72,
72
],
[102,
102
],
[134,
134
],
[168,
168
],
[213,
213
],
[262,
262
],
[306,
306
],
[345,
345
],
[376,
376
],
[392,
392
],
[397,
397
],
[399,
399
],
[394,
394
],
[2,
2
],
[22,
22
],
[50,
50
],
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79
],
[106,
106
],
[165,
165
],
[199,
199
],
[236,
236
],
[278,
278
],
[317,
317
],
[137,
137
],
[136,
136
],
[136,
136
],
[136,
136
],
[119,
119
],
[135,
135
],
[154,
154
],
[174,
174
],
[193,
193
],
[40,
40
],
[57,
57
],
[83,
83
],
[108,
108
],
[84,
84
],
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58
],
[203,
203
],
[222,
222
],
[249,
249
],
[277,
277
],
[258,
258
],
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229
],
[119,
119
],
[130,
130
],
[149,
149
],
[167,
167
],
[185,
185
],
[222,
222
],
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259
],
[232,
232
],
[200,
200
],
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],
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155
],
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],
[127,
127
],
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],
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],
[190,
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],
[250,
250
],
[193,
193
],
[172,
172
],
[152,
152
]
],
"face_quality": {"status": 0,
"checks": [{"name": "image_format",
"object_value": "JPEG",
"threshold_value": ["JPEG",
"JPEG2000",
"PNG"
],
"result": 1
},
{"name": "illumination_quality",
"object_value": 0.6005162000656128,
"threshold_value": {"min": 0.3,
"max": 0.4
},
"result": 1
},
{"name": "specularity_quality",
"object_value": 0.7662366628646851,
"threshold_value": {"min": 0.3,
"max": 1
},
"result": 1
},
{"name": "blurriness_quality",
"object_value": 0.9429352283477783,
"threshold_value": {"min": 0.61,
"max": 1
},
"result": 1
},
{"name": "dark_quality",
"object_value": 0.9020983576774597,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "light_quality",
"object_value": 0.7881984114646912,
"threshold_value": {"min": 0.57,
"max": 1
},
"result": 1
},
{"name": "head_yaw",
"object_value": 2.818983316421509,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_pitch",
"object_value": 3.816443920135498,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_roll",
"object_value": 5.434040069580078,
"threshold_value": {"min": -8,
"max": 8
},
"result": 1
},
{"name": "gaze_yaw",
"object_value": -3.773012399673462,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "gaze_pitch",
"object_value": 0.7140519022941589,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "mouth_smiling",
"object_value": 0.000290759839117527,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "mouth_occluded",
"object_value": 0.00009619363845558837,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "mouth_open",
"object_value": 0.6226108074188232,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "glasses",
"object_value": "no_glasses",
"threshold_value": ["no_glasses",
"eyeglasses"
],
"result": 1
},
{"name": "left_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "right_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "head_horizontal_center",
"object_value": 0.51,
"threshold_value": {"min": 0.45,
"max": 0.55
},
"result": 1
},
{"name": "head_vertical_center",
"object_value": 0.51,
"threshold_value": {"min": 0.3,
"max": 0.5
},
"result": 1
},
{"name": "head_width",
"object_value": 0.61,
"threshold_value": {"min": 0.5,
"max": 0.75
},
"result": 1
},
{"name": "head_height",
"object_value": 0.71,
"threshold_value": {"min": 0.6,
"max": 0.9
},
"result": 1
},
{"name": "eye_distance",
"object_value": 110,
"threshold_value": {"min": 90,
"max": null
},
"result": 1
},
{"name": "image_width",
"object_value": 1000,
"threshold_value": {"min": 200,
"max": 1100
},
"result": 1
},
{"name": "image_height",
"object_value": 2000,
"threshold_value": {"min": 200,
"max": 1100
},
"result": 1
},
{"name": "aspect_ratio",
"object_value": 0.5,
"threshold_value": {"min": 0.1,
"max": 1
},
"result": 1
},
{"name": "face_width",
"object_value": 500,
"threshold_value": {"min": 400,
"max": 600
},
"result": 1
},
{"name": "face_height",
"object_value": 500,
"threshold_value": {"min": 400,
"max": 600
},
"result": 1
},
{"name": "indent_left",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_right",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_upper",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_lower",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "image_size",
"object_value": 100500,
"threshold_value": {"min": 10,
"max": 100600
},
"result": 1
},
{"name": "eyebrows_state",
"object_value": "neutral",
"threshold_value": ["neutral"
],
"result": 1
},
{"name": "smile_properties",
"object_value": "smile_lips",
"threshold_value": ["none"
],
"result": 0
},
{"name": "headwear_type",
"object_value": "hat",
"threshold_value": ["none"
],
"result": 0
},
{"name": "natural_light",
"object_value": 1,
"threshold_value": 1,
"result": 1
},
{"name": "radial_distortion",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "red_eyes",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "face_color_type",
"object_value": "color",
"threshold_value": ["color"
],
"result": 1
},
{"name": "illumination_uniformity",
"object_value": 0.7305162000656128,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "dynamic_range",
"object_value": 0.6305162000656128,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
}
]
}
}
}
}
}
]
}
}
},
{"error": {"error_code": 0,
"desc": "Success",
"detail": "Success",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-0"
},
"status": 1,
"filename": "raw image",
"detections": {"face_detections": [{"sample": {"face": {"url": "null,",
"sample_id": null,
"rect": {"x": 70,
"y": 40,
"width": 135,
"height": 181
}
}
},
"verifications": [{"similarity": 1,
"status": true,
"face": {"face_id": "d05dd4eb-05e2-4962-9a91-7a665a2b3d67"
}
},
{"similarity": 0.9951737645,
"status": true,
"face": {"face_id": "ed654332-f8ab-4030-b9bf-654d6790f865"
}
},
{"similarity": 0.9934924273,
"status": true,
"face": {"face_id": "14abd41f-6fe6-445d-b9eb-95d010c42ca9"
}
},
{"similarity": 0.9912151812,
"status": true,
"face": {"face_id": "c3618a84-e854-40a3-a12b-8c817652f941"
}
},
{"similarity": 0.9894505146,
"status": true,
"face": {"face_id": "280e3988-c26a-4cbd-beeb-4dfa9c6e211c"
}
}
],
"face_attributes": {"samples": [ ],
"attribute_id": null,
"url": null,
"score": 0.9952012300491333
}
}
],
"filtered_detections": {"face_detections": [ ]
}
}
}
]
}

count verifiers

Count verifiers that satisfy the filters.

query Parameters

description

string

Records with descriptions similar to this parameter will be processed.

header Parameters

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}

url = f"{baseUri}/verifiers"

payload = {
    "description": "new verifier",
    "policies": {
        "verification_threshold": 0.5,
        "detect_policy": {
            "estimate_mask": 1
        },
        "extract_policy": {
            "extract_basic_attributes": 1
        },
        "storage_policy": {
            "attribute_policy": {
                "store_attribute": 1
            },
            "face_sample_policy": {
                "store_sample": 1
            }
        }
    }
}

# create verifier
requests.post(url, json=payload, headers=headers)

url = f"{url}/count"

# get verifiers count
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"verifiers_count": 4
}

get verifier

Get verifier by ID.

path Parameters

verifier_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Verifier ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}

url = f"{baseUri}/verifiers"

payload = {
    "description": "new verifier",
    "policies": {
        "verification_threshold": 0.5,
        "detect_policy": {
            "estimate_mask": 1
        },
        "extract_policy": {
            "extract_basic_attributes": 1
        },
        "storage_policy": {
            "attribute_policy": {
                "store_attribute": 1
            },
            "face_sample_policy": {
                "store_sample": 1
            }
        }
    }
}

# create verifier
response = requests.post(url, json=payload, headers=headers)
verifierId = response.json()["verifier_id"]

url = f"{url}/{verifierId}"

# get verifier
response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

Content type

application/json

{"verifier_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"account_id": "0468ca85-f6ca-4841-b30c-5ccc26b6f397",
"description": "simple verifier",
"policies": {"verification_threshold": 0.99,
"detect_policy": {"multiface_policy": 0,
"estimate_head_pose": 0,
"estimate_emotions": 0,
"estimate_mask": 0,
"estimate_quality": 0,
"estimate_gaze": 0,
"estimate_eyes_attributes": 0,
"estimate_mouth_attributes": 0,
"detect_landmarks68": 0,
"extract_exif": 0,
"yaw_threshold": 180,
"roll_threshold": 180,
"pitch_threshold": 180,
"mask_states": [1
],
"estimate_liveness": {"estimate": 1,
"quality_threshold": 0.7,
"liveness_threshold": 0.7
},
"liveness_states": [1
],
"face_quality": {"estimate": 1,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 100
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 1,
"fd_score_threshold": 0.7
},
"storage_policy": {"attribute_policy": {"store_attribute": 0
},
"face_sample_policy": {"store_sample": 0
}
}
},
"create_time": "2019-08-24T14:15:22Z",
"last_update_time": "2019-08-24T14:15:22Z",
"version": 111
}

replace verifier

Update the verifier. You can not update a part of verifier, so you should specify all the fields for your handler.

path Parameters

verifier_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Verifier ID.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id required	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).
Content-Type	string Value: "application/json" Content type is `application/json`.

Request Body schema: application/json

description	string <= 128 characters Verifier user description.
	object

Responses

Request samples

Payload
python
python
bash

Content type

application/json

{"description": "strict verifier",
"policies": {"verification_threshold": 0.99,
"detect_policy": {"multiface_policy": 0,
"estimate_head_pose": 0,
"estimate_emotions": 0,
"estimate_mask": 0,
"estimate_quality": 0,
"estimate_gaze": 0,
"estimate_eyes_attributes": 0,
"estimate_mouth_attributes": 0,
"detect_landmarks68": 0,
"extract_exif": 0,
"yaw_threshold": 180,
"roll_threshold": 180,
"pitch_threshold": 180,
"mask_states": [ ],
"estimate_liveness": {"estimate": 0,
"liveness_threshold": 0,
"quality_threshold": 0
},
"liveness_states": [ ],
"face_quality": {"estimate": 0,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.45,
"max": 0.55
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.5
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 0.75
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.6,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 0
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 0
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 1
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.5,
"max": 1
}
}
}
}
},
"extract_policy": {"extract_basic_attributes": 0,
"fd_score_threshold": 0.7
},
"storage_policy": {"attribute_policy": {"store_attribute": 0
},
"face_sample_policy": {"store_sample": 0
}
}
}
}

Response samples

Content type

application/json

{"version": 111
}

check if verifier exists

Check if verifier with verifier_id exists.

path Parameters

verifier_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Verifier ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}

url = f"{baseUri}/verifiers"

payload = {
    "description": "new verifier",
    "policies": {
        "verification_threshold": 0.5,
        "detect_policy": {
            "estimate_mask": 1
        },
        "extract_policy": {
            "extract_basic_attributes": 1
        },
        "storage_policy": {
            "attribute_policy": {
                "store_attribute": 1
            },
            "face_sample_policy": {
                "store_sample": 1
            }
        }
    }
}

# create verifier
response = requests.post(url, json=payload, headers=headers)
verifierId = response.json()["verifier_id"]

url = f"{url}/{verifierId}"

# check verifier
response = requests.head(url, headers=headers)

print(response.status_code)

Response samples

408
413
500
503
504

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

remove verifier

Remove verifier by ID.

path Parameters

verifier_id

required

string <uuid> (uuid) ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 557d54ec-29ad-4f3c-93b4-c9092ef12515

Verifier ID.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {"Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"}

url = f"{baseUri}/verifiers"

payload = {
    "description": "new verifier",
    "policies": {
        "verification_threshold": 0.5,
        "detect_policy": {
            "estimate_mask": 1
        },
        "extract_policy": {
            "extract_basic_attributes": 1
        },
        "storage_policy": {
            "attribute_policy": {
                "store_attribute": 1
            },
            "face_sample_policy": {
                "store_sample": 1
            }
        }
    }
}

# create verifier
response = requests.post(url, json=payload, headers=headers)
verifierId = response.json()["verifier_id"]

url = f"{url}/{verifierId}"

# delete verifier
response = requests.delete(url, headers=headers)

print(response.status_code)

Response samples

Content type

application/json

{"error_code": 12012,
"desc": "Bad/incomplete input data",
"detail": "Bad query parameters 'account_id'",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12012"
}

ws

ws handshake

Ws handshake

Attention!

Subscription to events occurs via WebSocket. Messages sent by ws you can view in callback section. Connection supports autoping.

query Parameters

sources

string

Example: sources=cam1,cam2

Comma-separated list of sources. Each event from result will contain one of given sources.

matching_candidates_labels

string

Example: matching_candidates_labels=matching_label_1,matching_label_2

Comma-separated list of matching candidates label. Each event from result will contain one or more given labels.

object_similarity__gte

number

Example: object_similarity__gte=0.5

Object similarity lower included bound (boundary for top matching candidate).

object_similarity__lt

number

Example: object_similarity__lt=0.5

Object similarity upper excluded bound (boundary for top matching candidate).

age__lt

integer

Example: age__lt=50

Age upper excluded bound.

age__gte

integer

Example: age__gte=50

Age lower included bound.

gender

integer

Enum: 0 1

Example: gender=1

Gender. 1 - male, 0 - female.

ethnic_groups

string <list of integer (1, 2, 3, 4)>

Example: ethnic_groups=1,2

Comma-separated list of dominant ethnic groups. Each event from result will contain one of given ethnic groups.

ethnicity	value
AfricanAmerican	1
Indian	2
Asian	3
Caucasian	4

liveness

string <list of integer (0, 1 ,2)>

Example: liveness=1,2

Comma-separated list of dominant liveness. Each event from result will contain one of given liveness.

liveness	value
spoof	0
real	1
unknown	2

header Parameters

Luna-Account-Id

required

string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]...

Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Account ID.

An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID.

User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests, request to sdk resource and getting events statistics requests).

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Request samples

sync with luna3
async with luna3
async with websockets library
using curl

from luna3.lunavl.httpclient import LunaHttpClient

EXPECTED_EVENT_COUNT = 1

client = LunaHttpClient(origin='http://127.0.0.1:5000', api=6, accountId="8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a")
with client.wsConnect() as ws:
    for _ in range(EXPECTED_EVENT_COUNT):
        WS_RESP = ws.recv()
        print(WS_RESP)

Response samples

Content type

application/json

{"event": {"face_attributes": {"attribute_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"basic_attributes": {"age": 31,
"gender": 1,
"ethnicities": {"estimations": {"asian": 3.581344942826803e-10,
"indian": 9.219499295942679e-12,
"caucasian": 8.45913916691643e-9,
"african_american": 1
},
"predominant_ethnicity": "african_american"
}
},
"score": 0.9883918166160583,
"url": "/6/attributes/24d405ce-bc56-4bf7-98e1-bdc962b4cf34",
"samples": ["33bc3d2c-3c07-40af-8ee8-9c03e036b0ae"
]
},
"body_attributes": {"score": 1,
"samples": ["4d5766a3-2e39-4909-88c0-ac9f07c426eb"
]
},
"source": "3rd Avenue",
"tags": ["tag1",
"tag2"
],
"event_id": "527fca61-d452-4dd2-ad97-63c5f95c02b1",
"url": "/6/events/527fca61-d452-4dd2-ad97-63c5f95c02b1",
"matches": [{"label": "good guys",
"candidates": [{"face": {"face_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c6",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"account_id": "904e635f-3a47-4832-b4d6-d2d72ba78451",
"user_data": "fox1991",
"create_time": "2021-08-18T02:43:37.196724+03:00",
"lists": ["429b0e78-4616-426a-b57f-02baa72d638d",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
],
"avatar": "https://st.kp.yandex.net/images/actor_iphone/iphone360_460188.jpg",
"event_id": "f9687459-986b-406d-9c1f-0d6289be5256"
},
"similarity": 0.5
}
]
},
{"label": "bad guys",
"candidates": [{"event": {"event_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"user_data": "fox1991",
"create_time": "2018-08-11T09:11:41.674Z",
"handler_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7",
"source": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7"
},
"similarity": 0.3
}
]
}
],
"external_id": "external id",
"user_data": "some event",
"location": {"city": "Moscow",
"area": "CAO",
"district": "Mitino",
"street": "Schepkina",
"house_number": "1/2str3",
"geo_position": {"longitude": 36.616,
"latitude": 55.752
}
},
"detections": [{"filename": "penelope.jpeg",
"samples": {"face": {"sample_id": "33bc3d2c-3c07-40af-8ee8-9c03e036b0ae",
"detection": {"attributes": {"liveness": {"prediction": "spoof",
"estimations": {"quality": 0.7361597418785095,
"score": 0.600364089012146
}
},
"mouth_attributes": {"score": 0.3884400725,
"occluded": 1.4e-8,
"smile": 0.6115599275,
"opened": 0.121500025
},
"eyes_attributes": {"left_eye": {"iris_landmarks": [[92,
92
],
[92,
92
],
[93,
93
],
[93,
93
],
[94,
94
],
[95,
95
],
[96,
96
],
[98,
98
],
[99,
99
],
[100,
100
],
[101,
101
],
[102,
102
],
[103,
103
],
[104,
104
],
[105,
105
],
[105,
105
],
[105,
105
],
[105,
105
],
[105,
105
],
[104,
104
],
[103,
103
],
[102,
102
],
[101,
101
],
[100,
100
],
[99,
99
],
[98,
98
],
[97,
97
],
[96,
96
],
[95,
95
],
[94,
94
],
[93,
93
],
[93,
93
]
],
"state": "open"
},
"right_eye": {"iris_landmarks": [[152,
152
],
[153,
153
],
[153,
153
],
[154,
154
],
[154,
154
],
[155,
155
],
[157,
157
],
[158,
158
],
[159,
159
],
[161,
161
],
[162,
162
],
[163,
163
],
[164,
164
],
[165,
165
],
[166,
166
],
[166,
166
],
[166,
166
],
[166,
166
],
[166,
166
],
[165,
165
],
[164,
164
],
[163,
163
],
[162,
162
],
[161,
161
],
[159,
159
],
[158,
158
],
[158,
158
],
[157,
157
],
[156,
156
],
[154,
154
],
[154,
154
],
[153,
153
]
],
"state": "open"
}
},
"emotions": {"predominant_emotion": "neutral",
"estimations": {"anger": 0.00894705578684807,
"disgust": 0.00000965219624049496,
"fear": 0.00121302821207792,
"happiness": 0.00129503419157118,
"neutral": 0.986027479171753,
"sadness": 0.00187553185969591,
"surprise": 0.000632198702078313
}
},
"mask": {"predominant_mask": "occluded",
"estimations": {"medical_mask": 0.020060448,
"missing": 0.3235525191,
"occluded": 0.6563870311
}
},
"head_pose": {"pitch": 12.7464532852,
"roll": -2.9892115593,
"yaw": 17.7173442841
},
"gaze": {"yaw": -5.9912848473,
"pitch": -10.2646684647
}
},
"quality": {"blurriness": 0.9769582748000001,
"dark": 0.9542820454000001,
"illumination": 0.8248310089,
"specularity": 0.8472354412,
"light": 0.8179533482
},
"rect": {"x": 255,
"y": 101,
"width": 137,
"height": 183
},
"landmarks5": [[43,
66
],
[106,
63
],
[89,
105
],
[54,
133
],
[116,
128
]
],
"landmarks68": [[8,
8
],
[14,
14
],
[28,
28
],
[48,
48
],
[72,
72
],
[102,
102
],
[134,
134
],
[168,
168
],
[213,
213
],
[262,
262
],
[306,
306
],
[345,
345
],
[376,
376
],
[392,
392
],
[397,
397
],
[399,
399
],
[394,
394
],
[2,
2
],
[22,
22
],
[50,
50
],
[79,
79
],
[106,
106
],
[165,
165
],
[199,
199
],
[236,
236
],
[278,
278
],
[317,
317
],
[137,
137
],
[136,
136
],
[136,
136
],
[136,
136
],
[119,
119
],
[135,
135
],
[154,
154
],
[174,
174
],
[193,
193
],
[40,
40
],
[57,
57
],
[83,
83
],
[108,
108
],
[84,
84
],
[58,
58
],
[203,
203
],
[222,
222
],
[249,
249
],
[277,
277
],
[258,
258
],
[229,
229
],
[119,
119
],
[130,
130
],
[149,
149
],
[167,
167
],
[185,
185
],
[222,
222
],
[259,
259
],
[232,
232
],
[200,
200
],
[177,
177
],
[155,
155
],
[134,
134
],
[127,
127
],
[152,
152
],
[170,
170
],
[190,
190
],
[250,
250
],
[193,
193
],
[172,
172
],
[152,
152
]
],
"face_quality": {"estimate": 1,
"filter": 0,
"checks": {"image_format": {"estimate": 1,
"threshold": ["JPEG",
"JPEG2000",
"PNG"
]
},
"illumination_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"specularity_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"blurriness_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"dark_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"light_quality": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_roll": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_yaw": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"gaze_pitch": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_smiling": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_occluded": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"mouth_open": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"glasses": {"estimate": 1,
"threshold": ["no_glasses",
"eyeglasses"
]
},
"left_eye": {"estimate": 1,
"threshold": ["open"
]
},
"right_eye": {"estimate": 1,
"threshold": ["open"
]
},
"head_horizontal_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_vertical_center": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_width": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"head_height": {"estimate": 1,
"threshold": {"min": 0.3,
"max": 0.9
}
},
"eye_distance": {"estimate": 1,
"threshold": {"min": 91.1,
"max": 92.2
}
},
"image_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"image_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 1080
}
},
"aspect_ratio": {"estimate": 1,
"threshold": {"min": 0.74,
"max": 0.8
}
},
"face_width": {"estimate": 1,
"threshold": {"min": 180,
"max": 1920
}
},
"face_height": {"estimate": 1,
"threshold": {"min": 180,
"max": 100
}
},
"indent_left": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_right": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_upper": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"indent_lower": {"estimate": 1,
"threshold": {"min": 20,
"max": 100
}
},
"image_size": {"estimate": 1,
"threshold": {"min": 5120,
"max": 2097152
}
},
"eyebrows_state": {"estimate": 1,
"threshold": ["neutral"
]
},
"smile_properties": {"estimate": 1,
"threshold": ["none"
]
},
"headwear_type": {"estimate": 1,
"threshold": ["none"
]
},
"natural_light": {"estimate": 1,
"threshold": 1
},
"radial_distortion": {"estimate": 1,
"threshold": 0
},
"red_eyes": {"estimate": 1,
"threshold": 0
},
"face_color_type": {"estimate": 1,
"threshold": ["color"
]
},
"illumination_uniformity": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
},
"dynamic_range": {"estimate": 1,
"threshold": {"min": 0.1,
"max": 0.9
}
}
}
}
},
"url": "/6/samples/faces/33bc3d2c-3c07-40af-8ee8-9c03e036b0ae"
},
"body": {"sample_id": "4d5766a3-2e39-4909-88c0-ac9f07c426eb",
"detection": {"rect": {"x": 52,
"y": 65,
"width": 748,
"height": 895
}
},
"url": "/6/samples/bodies/4d5766a3-2e39-4909-88c0-ac9f07c426eb"
}
},
"detect_time": "2021-06-18T02:44:58.653485+03:00",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"aggregate_estimations": {"face": {"attributes": {"liveness": {"prediction": "spoof",
"estimations": {"quality": 0.7361597418785095,
"score": 0.600364089012146
}
},
"mask": {"estimations": {"medical_mask": 0.020060448,
"missing": 0.3235525191,
"occluded": 0.6563870311
},
"predominant_mask": "occluded"
},
"emotions": {"estimations": {"anger": 0.00894705578684807,
"disgust": 0.00000965219624049496,
"fear": 0.00121302821207792,
"happiness": 0.00129503419157118,
"neutral": 0.986027479171753,
"sadness": 0.00187553185969591,
"surprise": 0.000632198702078313
},
"predominant_emotion": "neutral"
}
}
}
},
"track_id": "useful_track_id_number_1",
"face": {"external_id": "external id",
"face_id": "a9629ef8-148f-4630-8584-dcf52caf8374",
"url": "/6/faces/a9629ef8-148f-4630-8584-dcf52caf8374",
"lists": ["429b0e78-4616-426a-b57f-02baa72d638d",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
],
"user_data": "top face",
"avatar": "/6/samples/33bc3d2c-3c07-40af-8ee8-9c03e036b0ae",
"event_id": "527fca61-d452-4dd2-ad97-63c5f95c02b1"
}
},
"handler_id": "88c5dd7e-693b-4386-92bc-0c31a150a7d0",
"event-create-time": "2021-06-18T02:44:58.653485+03:00",
"event-end-time": "2021-06-18T02:44:58.653485+03:00",
"Luna-Request-id": "1623984298,375c6d96-09c7-4db3-91cc-f13e66288aa9"
}

liveness

predict liveness

Predict liveness probability in input images.

The response contains the probability that there is a real person in the image, and it is not a presentation attack.

Liveness V1 or Liveness V2 can be used for this resource. Liveness V2 does not use "meta" section of the request.

The incoming images should correspond the requirements of the utilized Liveness version. See "Administrator’s manual" for details.

Liveness estimation is not supported for samples (warped images).

query Parameters

aggregate

integer

Default: 0

Enum: 1 0

Example: aggregate=1

Whether to aggregate liveness estimations.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Luna-Account-Id	string <uuid> ^[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. An account is a limitation for all the user actions (matching, removing, updating and other) on data which does not have corresponding account ID. For example: it is impossible to attach a face with one account ID to a list with another account ID. User can make a limited set of requests without this header (requests with methods GET, HEAD, OPTIONS, match requests and getting events statistics requests).
Content-Type	string Enum: "image/jpeg" "image/png" "image/bmp" "image/x-portable-pixmap" "image/tiff" "multipart/form-data" "application/json" "image/x-jpeg-base64" "image/x-png-base64" "image/x-bmp-base64" "image/x-tiff-base64" "image/x-portable-pixmap-base64"

Request Body schema:
multipart/form-data
multipart/form-data
application/json
image/jpeg
image/png
image/bmp
image/x-portable-pixmap
image/tiff
image/x-jpeg-base64
image/x-png-base64
image/x-bmp-base64
image/x-tiff-base64
image/x-portable-pixmap-base64

	object (LivenessMeta) Device information. This information can significantly decrease the overall error rate. The "meta" object is not mandatory. If you are not sure about any of the parameters, set "UNKNOWN" value or don't pass meta. The specified meta is applied to all the images within the request.
x_meta	object The JSON string with any additional information.
required	Array of image_binary_for_multipart (string) or image_base64_for_multipart (string) (image_list_for_multipart) non-empty

Responses

Request samples

Payload
python
python
bash

Content type

No sample

Response samples

Content type

application/json

{"images": [{"filename": "succeeded_image.jpg",
"status": 1,
"liveness": {"prediction": 1,
"estimations": {"probability": 0.93,
"quality": 0.95
}
},
"error": {"desc": "Success",
"detail": "Success",
"error_code": 0,
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-0"
}
},
{"filename": "succeeded_image_2.jpg",
"status": 1,
"liveness": {"prediction": 1,
"estimations": {"probability": 0.85,
"quality": 0.88
}
},
"error": {"desc": "Success",
"detail": "Success",
"error_code": 0,
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-0"
}
},
{"filename": "failed_image.jpg",
"status": 0,
"liveness": null,
"error": {"desc": "Failed to decode image data",
"detail": "File decoding error",
"error_code": 32010,
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-32010"
}
}
],
"aggregate_estimations": {"liveness": {"prediction": 1,
"estimations": {"probability": 0.89,
"quality": 0.915
}
}
}
}

documents

get openapi documentation

Get service OpenApi documentation. If Accept request header is of type application/x-yaml, returns documentation in yaml format or returns html documentation, if Accept is text/html.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Accept required	string (accept_docs_handler) Enum: "application/x-yaml" "text/html" Acceptable type of receiving data.

Responses

Response samples

408
413
415
500
503

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

get development manual

Get sphinx documentation - Development Manual. After the request you will be redirected to the page /docs/dev/index.html

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Response samples

408
413
500
503

Content type

application/json

{"error_code": 37003,
"desc": "Payload too large",
"detail": "Request payload is too large",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-37003"
}

config

get service configuration

Get service configuration. Passwords and tokens will be hidden in the response.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.
Accept	string Enum: "application/json" "text/plain" Acceptable type of receiving data.

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

headers = {
    "Luna-Request-Id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
    "Luna-Account-Id": "8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a",
}
url = f"{baseUri}/config"

response = requests.get(url, headers=headers)

print(response.status_code)
print(response.json())

Response samples

200
415
500

Content type

{"INFLUX_MONITORING": {"SEND_DATA_FOR_MONITORING": 0,
"VERSION": 2,
"ORGANIZATION": "ORGANIZATION_NAME",
"TOKEN": "********",
"BUCKET": "luna_monitoring",
"HOST": "127.0.0.1",
"PORT": 8086,
"USE_SSL": 0,
"FLUSHING_PERIOD": 1
}
}

health

get health

Get health of service.

query Parameters

include_luna_services

integer

Default: 0

Enum: 0 1

Whether to perform healthchecks for dependent LUNA services.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

baseUri = "http://127.0.0.1:5000/6"

# make request
url = f"{baseUri}/healthcheck"
response = requests.get(url, params={"include_luna_services": 1})

print(response.status_code)
print(response.json())

Response samples

200
500
502
504

Content type

application/json

{"execution_time": 0.123
}

get health (redirect)

Get health of service (redirect).

query Parameters

include_luna_services

integer

Default: 0

Enum: 0 1

Whether to perform healthchecks for dependent LUNA services.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request id. Helps to uniquely identify messages in system logs that correspond to particular requests. If it was not set, the system will set it to the default format ("timestamp, UUID"). It will be returned with the response.

Responses

Request samples

python
python
bash

# This example is written using requests library

import requests

# make request
url = f"http://127.0.0.1:5000/healthcheck"
response = requests.get(url, params={"include_luna_services": 1})

print(response.status_code)
print(response.json())

Response samples

200
500
502
504

Content type

application/json

{"execution_time": 0.123
}

LUNA PLATFORM 5 API (v.5.15.2)

version

get version

header Parameters

Responses

Response samples

version options

header Parameters

Responses

Response samples

sdk

sdk resource

query Parameters

header Parameters

Request Body schema: image/jpegimage/jpegimage/pngimage/bmpimage/x-portable-pixmapimage/tiffimage/x-jpeg-base64image/x-png-base64image/x-bmp-base64image/x-tiff-base64image/x-portable-pixmap-base64multipart/form-dataapplication/json

Responses

Request samples

Response samples

sdk options

header Parameters

Responses

Response samples

iso

iso resource

query Parameters

header Parameters

Request Body schema: image/jpegimage/jpegimage/pngimage/bmpimage/x-portable-pixmapimage/tiffimage/x-jpeg-base64image/x-png-base64image/x-bmp-base64image/x-tiff-base64image/x-portable-pixmap-base64multipart/form-dataapplication/json

Responses

Request samples

Response samples

samples

detect faces

query Parameters

header Parameters

Request Body schema: image/jpegimage/jpegimage/pngimage/bmpimage/x-portable-pixmapimage/tiffimage/x-jpeg-base64image/x-png-base64image/x-bmp-base64image/x-tiff-base64image/x-portable-pixmap-base64multipart/form-dataapplication/json

Responses

Request samples

Response samples

detector options

header Parameters

Responses

Response samples

save face/body sample

path Parameters

header Parameters

Request Body schema: image/jpegimage/jpegimage/pngimage/bmpimage/tiffimage/x-portable-pixmap

Responses

Request samples

Response samples

face/body samples options

path Parameters

header Parameters

Responses

Response samples

get face/body sample

path Parameters

header Parameters

Responses

Request samples

Response samples

check if face/body sample exists

path Parameters

header Parameters

Responses

Request samples

remove face/body sample

path Parameters

header Parameters

Responses

Request samples

Response samples

face/body sample options

path Parameters

header Parameters

Responses

Response samples

get sample | previous version Deprecated

path Parameters

header Parameters

Responses

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/x-portable-pixmap
image/tiff
image/x-jpeg-base64
image/x-png-base64
image/x-bmp-base64
image/x-tiff-base64
image/x-portable-pixmap-base64
multipart/form-data
application/json

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/x-portable-pixmap
image/tiff
image/x-jpeg-base64
image/x-png-base64
image/x-bmp-base64
image/x-tiff-base64
image/x-portable-pixmap-base64
multipart/form-data
application/json

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/x-portable-pixmap
image/tiff
image/x-jpeg-base64
image/x-png-base64
image/x-bmp-base64
image/x-tiff-base64
image/x-portable-pixmap-base64
multipart/form-data
application/json

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/tiff
image/x-portable-pixmap

Request Body schema:
image/jpeg
image/jpeg
image/png
image/bmp
image/tiff
image/x-portable-pixmap