Structures¶
Json’s¶
- estimation_ethnicities¶
- ethnicities¶
- Object Properties:
estimations (
estimation_ethnicities) – ethnicity classifer response.predominant_ethnicity (_enum_(asian)_(indian)_(caucasian)_(african)) – name of predominant ethnicity
- basic_attributes¶
- Object Properties:
age (_range_(0)_(101)) – Age estimation (in years, number - minimum: 0 - maximum: 100)
gender (_range_(0)_(2)) – Gender estimation ( minimum: 0 - maximum: 1)
ethnicities (
ethnicities) – ethnicities estimation
{ "age": 91, "gender": 0, "ethnicities": { "estimations": { "asian": 0.322693140834248, "indian": 0.172791753955763, "caucasian": 0.482358847777501, "african": 0.11541868377348 }, "predominant_ethnicity": "indian" } }
- extracted_attributes¶
- Object Properties:
url (url) – location of attributes
attribute_id (uuid4) – id of attributes
score (float) – face descriptor quality score
basic_attributes (
basic_attributes) – basic attributessamples (_list_(uuid4)) – resource for attributes
{ "url": "http://roberts.com/", "attribute_id": "fef16ae2-b833-438c-a516-d8d519b19405", "score": 0.52166604259438, "basic_attributes": { "age": 97, "gender": 0, "ethnicities": { "estimations": { "asian": 0.964308079949053, "indian": 0.146661883463664, "caucasian": 0.241315909102087, "african": 0.134794784475971 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "53407282-8452-4e87-be22-40a0cf02cdd5", "e67ff11c-a52d-4afc-97c2-692592e3833a", "52886761-1510-4c97-bf03-94f1fc6ef3e9" ] }
- face¶
- Object Properties:
face_id (uuid4) – face id
external_id (str) – user defined external id of face
attribute_id (uuid4) – an id of attributes is associated with the face (nullable)
create_time (iso8601) – face create time
lists (_list_(uuid4)) – list of accounts list ids, the face is linked to
avatar (url) – avatar for face, references to a sample or a user-defined reference
event_id (uuid4) – id of event that generated the face (nullable)
user_data (user_name) – user data associated with the face.
{ "face_id": "96d21b71-b8f4-42c9-92a9-8bf2412e4388", "external_id": "lEGGNSZuQhFAJQUyUcFV", "attribute_id": "c2b9fcd1-8cb9-47b6-9f87-377e9c7669a4", "create_time": "2002-01-05T20:20:27.284478", "lists": [ "a0ed9778-d58d-4cf8-9ae0-c59116ebc7e4", "d62761a9-b295-4994-adb9-8fe18380e94c", "a8b992cb-34ac-4f6c-9f3e-b8c551d521d4" ], "avatar": "http://www.tran.com/", "event_id": "9e1fa166-8aad-427a-92a6-24eed13dce66", "user_data": "trujillosarah" }
- match_list_info¶
- Object Properties:
list_id (uuid4) – list id which contains the faces
user_data (street_address) – user data associated with the list.
{ "list_id": "5f39c462-989f-40ac-8ab7-3eb9b2b202bd", "user_data": "98995 Rebekah Pines" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.996145403151962, "face": { "face_id": "7449c37a-aa28-4e83-8ff3-c926547f5739", "external_id": "jVxWTKDRTdTdUPlCYOLM", "attribute_id": "faf2d225-675c-4089-9a93-a6c7b90c184a", "create_time": "1970-12-21T13:08:30.478854", "lists": [ "91129cb5-d141-4876-9daf-25022a19beb1", "f00edee5-1986-4038-9d9f-00c45e0815a6", "0eeba5ab-dd3b-4432-80a7-aa2c17edb8d7" ], "avatar": "http://www.gilbert.com/", "event_id": "29d7cd2e-080a-4f0a-940b-e917025c453f", "user_data": "leroykoch" } }
- event_match_result_by_list¶
- Object Properties:
candidates (_list_(
event_match_result_by_face)) – a top similar faces from a luna list or a list of faces.list_info (
match_list_info) – info about a list which contains the faces (nullable)
{ "candidates": [ { "similarity": 0.675224146430981, "face": { "face_id": "3c7ea53e-8b90-4abd-aa76-18683a277ad4", "external_id": "NZCVwagEGgUoytivHYvF", "attribute_id": "be1cdd99-ebe4-412b-bd1d-f9ad520d5047", "create_time": "1983-06-15T07:12:22.192279", "lists": [ "e102a89d-432c-49d6-b722-6505923f4a34", "99c74445-ef44-485f-8216-e8489e5dc734", "d191d8ed-660e-4d52-820f-e19d83a9110a" ], "avatar": "https://www.bean.biz/", "event_id": "bee23232-c4c4-4ba1-b4a7-9a73370caf6b", "user_data": "jamieward" } }, { "similarity": 0.667513458241367, "face": { "face_id": "d92880a8-55cb-458f-8cf9-c64743037d38", "external_id": "wpLKZxvUuLjDeAPtJPRH", "attribute_id": "50a82ab7-729e-42da-8bf3-e9f961aea88d", "create_time": "1998-06-14T13:45:57.230000", "lists": [ "8e95736e-3a43-4ca1-a0a1-f6ac3720e164", "0e981099-0c79-4716-a155-f9d8331fba37", "fda039fc-8faf-4421-905c-2529c0aec2e2" ], "avatar": "http://www.bush.net/", "event_id": "7d696d20-1b3d-488f-ad1d-7db373943a2d", "user_data": "maryrobinson" } }, { "similarity": 0.57920931955909, "face": { "face_id": "890f37b9-2c17-4138-ab1d-1980969a12de", "external_id": "GKZWfLccxfZGRsEkNgwq", "attribute_id": "53a89f8f-10e1-471c-a158-15801e8dd472", "create_time": "2019-04-05T09:18:49.718789", "lists": [ "4a4692a1-c92d-4acd-8716-56427b0fc4df", "77b3f4e7-1685-43aa-9d5c-07ac0d567d39", "116b3c20-7d62-42e7-85b7-f0ae1a2cb3a9" ], "avatar": "https://www.cobb.com/", "event_id": "6537eb89-bba0-436b-9776-1c54ee079a85", "user_data": "matthewdixon" } } ], "list_info": { "list_id": "9cf6a5f9-4494-42b5-842e-afcb3559472e", "user_data": "7235 Kyle Mission Suite 003" } }
- rect¶
- quality¶
- Object Properties:
light (float) – Low value means overlit face area (i.e. overbright lighting, sensor overexposure), minimum: 0 - maximum: 1.
dark (float) – Low value means underlit face area (i.e. due to backlight, poor lighting, sensor underexposure), minimum: 0 - maximum: 1.
saturation (float) – Low value means low saturation (e.g. grayscale images), minimum: 0 - maximum: 1.
blurriness (float) – Low value means blurred image (e.g. due to depth of field or motion blur). High value means sharp image, minimum: 0 - maximum: 1.
- detection¶
- Object Properties:
attributes (
face_attributes) – face attributes (nullable)quality (
quality) – image quality. These are estimated visual properties of images (nullable)rect (
rect) – bounding rectangle (nullable)landmarks5 (_list_(_tuple_(int)_(int))) – array of 5 landmarks. (nullable)
landmarks68 (_list_(_tuple_(int)_(int))) – array of 68 landmarks (nullable)
- sample¶
- event_detection¶
- event¶
- Object Properties:
samples (_list_(uuid4)) – list of samples which is assosiated with the event
attributes (
extracted_attributes) – list of samples which is assosiated with the eventsource (street_address) – additional information, provided by user with event (nullable)
tags (_list_(str)) – additional information, provided by user with event (nullable)
event_id (uuid4) – event id
match (_list_(
event_match_result_by_list)) – sorted list with match result for the event (nullable)url (url) – location of event
face (
face) – face which is created from event (nullable)
- events_to_redis¶
- Object Properties:
samples (_list_(uuid4)) – list of samples which is assosiated with the event
attributes (
extracted_attributes) – list of samples which is assosiated with the eventsource (street_address) – additional information, provided by user with event (nullable)
tags (_list_(str)) – additional information, provided by user with event (nullable)
event_id (uuid4) – event id
match (_list_(
event_match_result_by_list)) – sorted list with match result for the event (nullable)url (url) – location of event
face (
face) – face which is created from event (nullable)detections (_list_(
event_detection)) – all event detections
- msg_to_luna_sender¶
- Object Properties:
handler_id (uuid4) – handler id
Luna-Request-Id (str) – request id
events (_list_(
events_to_redis)) – list of eventsevents_time (iso8601) – event times
{ "handler_id": "8798dee5-db06-48d4-9686-830bc689a81d", "Luna-Request-Id": "dTWlIXUxJIPhrbkRwzGa", "events": [ { "samples": [ "320196d0-91c7-4de4-b0c0-e395e629d73a", "a743da9b-66ad-4066-885c-f9cd26852e16", "d72e7460-dd1d-4111-833b-c2c7fc27ec16" ], "attributes": { "url": "https://williams.org/", "attribute_id": "113955cb-aec8-436b-9b1a-a2bdee7e70f2", "score": 0.568056304674795, "basic_attributes": { "age": 41, "gender": 0, "ethnicities": { "estimations": { "asian": 0.232432296114668, "indian": 0.1300539692616, "caucasian": 0.4448977722084, "african": 0.458213674658043 }, "predominant_ethnicity": "asian" } }, "samples": [ "e0765a88-55be-4ad6-82a2-e10f8bfb5835", "78f9a5c5-e442-436d-b6c5-9ea0fafce5f5", "8161544b-61cf-45f1-9fe9-1b358f01fea3" ] }, "source": "4565 Michael Mission Apt. 877", "tags": [ "ouQDKtQsBbQKomUBivhY", "QIRddoGcoirmQJZceiTj", "hBOwpWwsWAvXEWdmhFYv" ], "event_id": "9eb142fd-96be-4fa7-91a3-b234be9b14cb", "match": [ { "candidates": [ { "similarity": 0.879431288708848, "face": { "face_id": "8a5e9d8c-9ec3-4886-9a6a-ecb610610c09", "external_id": "QQMAYkcOougEsmRnxKMi", "attribute_id": "e0c0424e-91d9-4f5e-95e2-d5bdc76ff627", "create_time": "1992-03-11T05:51:08.540944", "lists": [ "b03325e3-eae4-4fef-b29c-f512b31c8121", "a3b0cfd7-829e-478d-b06c-c6245013360d", "263f19b2-3f13-4879-8717-e7cbe4c321b3" ], "avatar": "http://brown.com/", "event_id": "81c4e947-c42e-4730-807c-ff2d8d89602c", "user_data": "lisamyers" } }, { "similarity": 0.376422965082783, "face": { "face_id": "2b2c6de6-96e4-495b-90b1-98925b11a10a", "external_id": "QIbvJQslRRJVPYhEnheF", "attribute_id": "7c062d6b-900b-4897-bf63-1b7c3778fda1", "create_time": "1981-07-08T13:22:27.534272", "lists": [ "3ebc37e9-c4fb-4216-b819-0412c9315f84", "c820ec89-dc4c-4147-8083-4ed54384ae17", "7c1fd2dc-6bf5-4c17-a636-56dc71282491" ], "avatar": "http://www.murphy-myers.com/", "event_id": "6b296af3-a2ac-4237-8d18-f4cf620e796f", "user_data": "pgraham" } }, { "similarity": 0.676178311635575, "face": { "face_id": "f725e24d-6983-4b1b-aae0-ebd192d2cfe0", "external_id": "GbMKbAVuxLCYUxCNRJWe", "attribute_id": "f48ea062-e17d-47a1-aaae-8367a98610ce", "create_time": "1970-12-05T02:12:17.442380", "lists": [ "bf156060-b5b7-4b18-9924-a640e7ed25b1", "3a04b893-82ec-4b81-b7ca-42aedbd9c8f9", "bc0bfdd9-390f-4803-8fb8-2e8bacaa0467" ], "avatar": "https://www.morse.org/", "event_id": "a686673e-5bf5-4399-ad02-b2f38f9cc42b", "user_data": "bjones" } } ], "list_info": { "list_id": "b7d70f20-b97e-4470-ab3d-53a45321bfb0", "user_data": "278 Glenn Courts Suite 182" } }, { "candidates": [ { "similarity": 0.549412730391469, "face": { "face_id": "b9894481-dd12-4a89-8a11-69e8e3763fcf", "external_id": "RWNQAgHfATZYYVpsedWw", "attribute_id": "a977a55f-936c-4321-b22b-a47f86b5e6d2", "create_time": "1970-12-27T00:52:49.857430", "lists": [ "fe761312-320e-4bca-add6-3130aa9b97d6", "274be020-a5ba-4520-a4ec-b03656c4a17b", "f940c17d-142d-4c6a-ac7e-4e8fe694f9e6" ], "avatar": "http://www.watson.com/", "event_id": "2300ba2d-bc32-48a3-9bd4-d42a0c8b5392", "user_data": "rebecca45" } }, { "similarity": 0.961653550774081, "face": { "face_id": "9b1203df-5a24-40ce-a5bc-93b87d6304a2", "external_id": "dhHhWdqbNwouNEgjXeUq", "attribute_id": "35cbe093-ab00-4dc4-a442-3c7dd3ad309f", "create_time": "1972-09-01T11:04:09.418008", "lists": [ "bfea5856-ccee-4561-98c6-ec34daa8c74d", "b9880a05-b6d2-4d73-91f9-dbad47fa9f6c", "9d732e20-eeef-4f92-883e-2b4a75766210" ], "avatar": "https://carter.com/", "event_id": "584fcb88-14f2-49c5-a08f-b744ee8f12cf", "user_data": "nicholetaylor" } }, { "similarity": 0.698960318947697, "face": { "face_id": "5e380f68-a7ac-4bce-a7fe-de015b8bd78b", "external_id": "MmveqiZKMRidHwleUCpG", "attribute_id": "a4a08549-61ff-4677-a38e-aa0a0b9fb85d", "create_time": "2007-07-15T12:24:21.583471", "lists": [ "e0bc0202-0432-4920-af80-cad6ef326e74", "ed965584-3f89-4c87-87b8-2c76a22397f7", "71e9123d-dfed-45a9-b9e7-22a0a6d5e278" ], "avatar": "http://hoffman.biz/", "event_id": "1a13f85b-1777-41c1-a630-586e14cfde4f", "user_data": "ymonroe" } } ], "list_info": { "list_id": "02953283-663a-4577-9ae0-9b3802ced4cb", "user_data": "2809 Jackson Lodge" } }, { "candidates": [ { "similarity": 0.225611080647452, "face": { "face_id": "14bc8e45-05fa-40ce-96a8-6b979c585470", "external_id": "CZJRIwKYBOwEEwZsEDhU", "attribute_id": "8cd0c5c3-268a-4230-b9f3-4d0c5bb48774", "create_time": "1999-06-24T07:49:32.557303", "lists": [ "00c07a66-8e08-4ae1-8dd2-3cd7bbf8d72d", "4a930070-13ad-4751-97dd-42585aa9ccd9", "a2ddea2c-ecd9-4e25-8de5-ccd468b2b8e7" ], "avatar": "http://www.espinoza.com/", "event_id": "23bae6e4-c44d-4b19-9d1b-d4534c5022ee", "user_data": "gonzalezanita" } }, { "similarity": 0.633486211316771, "face": { "face_id": "95638f2e-e56a-47c6-91ef-d7628deeb945", "external_id": "pfYvXcbpteislEFxJcAb", "attribute_id": "b06198d8-91f4-42d3-8904-93a7e5dd9fcc", "create_time": "1998-10-16T21:53:11.391446", "lists": [ "217b561e-f59a-4c5d-bf7a-d025a443b796", "9947b573-b931-4c04-a603-c9808df9350c", "fd24bf81-aee8-4e79-a0a0-66c19a9c1c4d" ], "avatar": "https://www.lee-wright.com/", "event_id": "bda6d9fd-5e08-4ab0-a4fd-e0b1c8fb1a56", "user_data": "marshallmorgan" } }, { "similarity": 0.303468531931113, "face": { "face_id": "56ebbce5-268a-4ea4-af4d-3681ecc7925f", "external_id": "wuKFgQhmuixeHjyxaIbF", "attribute_id": "3bb99d9f-0120-4571-ac62-06f5e09e3b20", "create_time": "2023-06-17T01:00:23.166727", "lists": [ "31a4d8dc-c41b-4f59-ba3b-d3737befcdee", "1fcda5e1-005f-46fb-b9a8-14b9f0505388", "37750842-6d63-4326-b548-ab1a40d83c99" ], "avatar": "http://www.jackson.org/", "event_id": "2b6ffa5f-b372-4626-9522-3fdb64a8553a", "user_data": "hullgregory" } } ], "list_info": { "list_id": "8e7bd140-94e6-4672-8d49-ac2bdfe7b741", "user_data": "469 Singh Wall" } } ], "url": "https://www.newton.com/", "face": { "face_id": "ee29677b-8ac3-44f5-9700-e395b0245c1c", "external_id": "BxQYXXfHBJmITpQrIHkU", "attribute_id": "758f0072-8928-43f5-81f1-7f3a86218675", "create_time": "2000-01-04T04:41:06.448609", "lists": [ "93572380-84ea-4ead-91e5-29c23da60d6d", "d1af41a8-1d79-421f-a5f6-78b59b12f38e", "bc14e7d7-f89b-4020-8fbb-ed5ca9f348da" ], "avatar": "https://russo-bishop.com/", "event_id": "9588eed1-f067-4ecd-8350-9930ed0af8d5", "user_data": "hcrane" }, "detections": [ { "filename": "BtmYFBrlJpflXJOBdsVG", "sample": { "url": "https://castaneda.net/", "sample_id": "e9785c21-4f89-4807-84c1-49c4b36bb320", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.443441176808444, "dark": 0.5815439840082, "saturation": 0.232282001727649, "blurriness": 0.671620072915747 }, "rect": { "height": 2675, "width": 4409, "x": 3731, "y": 1374 }, "landmarks5": [ [ 6716, 8193 ], [ 7591, 5582 ], [ 2226, 5488 ] ], "landmarks68": [ [ 9399, 1352 ], [ 4853, 5578 ], [ 8, 9929 ] ] } } }, { "filename": "YAUvbwccklsQzflbJFyY", "sample": { "url": "http://www.larsen-grant.com/", "sample_id": "a8b83bd6-bbe7-44c2-ad57-786a0265596b", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.10635935264682, "dark": 0.68353286864161, "saturation": 0.791920870417015, "blurriness": 0.975054715915138 }, "rect": { "height": 1352, "width": 3734, "x": 9618, "y": 4479 }, "landmarks5": [ [ 5448, 8061 ], [ 3360, 111 ], [ 3682, 9904 ] ], "landmarks68": [ [ 1190, 6036 ], [ 394, 3068 ], [ 504, 4326 ] ] } } }, { "filename": "sxPugbZIPEcMWguYpbwo", "sample": { "url": "https://www.reid.info/", "sample_id": "d07a056a-60cc-43e6-9f2f-da1a894c90b2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.759965225334698, "dark": 0.260293760066925, "saturation": 0.824429799148618, "blurriness": 0.738731746031613 }, "rect": { "height": 4089, "width": 7729, "x": 1898, "y": 4670 }, "landmarks5": [ [ 7652, 1931 ], [ 7472, 2014 ], [ 8912, 4722 ] ], "landmarks68": [ [ 2296, 5768 ], [ 9781, 2868 ], [ 64, 2046 ] ] } } } ] }, { "samples": [ "b0e9ddd8-7d2f-4095-9dc9-0c9824c5b840", 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