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": 68, "gender": 0, "ethnicities": { "estimations": { "asian": 0.261210400001449, "indian": 0.108053516312576, "caucasian": 0.51775251358366, "african": 0.56923816992798 }, "predominant_ethnicity": "caucasian" } }
- 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": "https://ritter.biz/", "attribute_id": "264e26b9-e0b1-4abc-8910-641afc622712", "score": 0.858670512878071, "basic_attributes": { "age": 60, "gender": 1, "ethnicities": { "estimations": { "asian": 0.872160171219412, "indian": 0.263318929981922, "caucasian": 0.901514169907801, "african": 0.668991439211621 }, "predominant_ethnicity": "african" } }, "samples": [ "d29850e4-cd4d-4049-8b03-610851144bc1", "100e740c-81a8-416c-af7e-95086210d434", "ad32dc30-e941-4753-95bc-8e7946fe64c3" ] }
- 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": "7bb352a8-4166-46c3-ad2c-1349c6c9829d", "external_id": "tlhCkMEQGdIKjhXMAlGb", "attribute_id": "c53c97e1-26ec-4595-8751-397a05bebfc6", "create_time": "1979-11-18T02:37:39", "lists": [ "b513bbb8-f6e0-457c-bad5-18b60103904d", "7c3b54d5-1246-404f-9ebd-975d044f4d31", "15798b8a-7cfe-4233-8aa9-bf9c7bb23acc" ], "avatar": "http://park-lee.biz/", "event_id": "b5d971ed-7235-426f-9f75-64d6f3b5a396", "user_data": "daviskatrina" }
- 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": "221bff88-bb42-4de3-bf10-70a72e9a6410", "user_data": "19219 Kendra Fords" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.387955576775024, "face": { "face_id": "0e9ede71-5c6e-4a36-91af-53f64dbf78b4", "external_id": "oVQGLKrQTHNfMBMclSOZ", "attribute_id": "1925b932-9369-49c4-afb8-bcbc64804cf6", "create_time": "2018-03-04T06:00:07", "lists": [ "021d691d-871d-46de-8f68-1915a2059d94", "fe5ff3aa-e975-4bcb-ad86-69ce9aee38e0", "f0d97378-85d3-46c6-8124-9063ba6543e6" ], "avatar": "https://www.cross.com/", "event_id": "709f8d05-0a48-4c9e-bc39-767ae818dcc0", "user_data": "marianelson" } }
- 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": 0.570676277354547, "face": { "face_id": "a122c2df-3384-4080-a73c-1b14844c480f", "external_id": "nJHNZkwEvNFiTxlzqBKz", "attribute_id": "7ad7f3f0-f502-4fd3-8397-16819b636406", "create_time": "1971-03-22T18:09:31", "lists": [ "36ea611e-1180-458b-bf26-c91326b154c4", "32f8a5e9-3891-4798-a99c-996a0c194f32", "bb4afd65-918e-4075-9530-92f80676293f" ], "avatar": "http://andrews.info/", "event_id": "b4c98f78-c674-4af6-974a-9d40240da3ad", "user_data": "steven11" } }, { "similarity": 0.825189824004941, "face": { "face_id": "5751ec11-1389-433b-b920-4567761b34de", "external_id": "yGIIYgIPKyizpgxtXRaa", "attribute_id": "acefbbd0-e953-467d-9ad2-1448a1504d9f", "create_time": "2021-09-09T23:22:19", "lists": [ "0b0bbd6d-e9d6-4b22-b334-a6c3b104200a", "3677614a-ba7a-4db8-9017-e57e591927e8", "eb0f78f6-f7ab-4597-be15-175c9721ad87" ], "avatar": "http://mcbride-hancock.com/", "event_id": "384d8890-9dab-4f04-8ff4-90a74df00f11", "user_data": "morgan37" } }, { "similarity": 0.18094049630648, "face": { "face_id": "35e38a20-2733-4e5e-ae24-e74239ab76d5", "external_id": "scTHDBxDYEBVhAdlmusX", "attribute_id": "1d675443-8ecb-4645-ba26-452aa9981d48", "create_time": "2011-03-04T15:44:00", "lists": [ "8e365837-800a-4451-a150-9c30ae22815b", "79eb3094-a2f8-4514-a49d-b4ecac1c3b2a", "22ecc8c2-d0c0-4712-b175-9b632b33eb66" ], "avatar": "https://www.erickson.biz/", "event_id": "89b938f7-281f-425a-afdf-e208e1c2c404", "user_data": "xmoyer" } } ], "list_info": { "list_id": "6022fb9b-f62f-4adf-85e8-5332a20e9029", "user_data": "355 Preston Ports Apt. 657" } }
- 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": "6c295368-3313-41c2-8829-12031126b159", "Luna-Request-Id": "FgMylwQxmoymDglkbbCX", "events": [ { "samples": [ "8ca9ba73-d320-4726-81db-5317a104fc58", "55700063-ae20-49c1-b14c-0dd6070571dc", "86f9bf4a-b049-4835-8463-434059391963" ], "attributes": { "url": "https://lee-alvarez.com/", "attribute_id": "72e45bfa-db3c-4ee0-83a7-e0d1f94c8d07", "score": 0.112282175052282, "basic_attributes": { "age": 55, "gender": 0, "ethnicities": { "estimations": { "asian": 0.1395776773048, "indian": 0.580189055985392, "caucasian": 0.57316420861837, "african": 0.311569727078427 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "169f9763-33fa-4592-88b9-2cf09d73f4d0", "5c5e8b4d-76c4-4f1d-94c5-e00730d65b51", "27f70f90-9733-4238-b748-8d3e0d6b4c27" ] }, "source": "5052 Harris Forest", "tags": [ "wNDouTlvBStNNjPweQWu", "gGZDuGchrkaYwPPPVybE", "XtfluTMPkyVbsdCSipjJ" ], "event_id": "7dc61d03-be97-44c1-b70e-e998d1a31ce0", "match": [ { "candidates": [ { "similarity": 0.830069037604319, "face": { "face_id": "ff014b00-45bf-4d5b-9e29-c94919994943", "external_id": "UuRSBLXCpBeDIMrPBbLB", "attribute_id": "ac4ecfcb-3036-4dc7-be77-25af688cedc4", "create_time": "2014-07-27T18:48:27", "lists": [ "f5c5f772-f5f1-40ba-baeb-6232050f9bf8", "b36469b7-4e02-47bb-abb5-8d53931e7d53", "1c411d9b-fe8f-48cd-9b4e-07c6f73dcd6e" ], "avatar": "https://www.fowler.com/", "event_id": "3899624a-8636-4a7a-9716-9b0a124ce119", "user_data": "fhurst" } }, { "similarity": 0.563336138473105, "face": { "face_id": "5d16a7a5-abeb-489d-9d0f-5561def31625", "external_id": "GmshYUvxOIMjyDWGbBkH", "attribute_id": "b422ecd6-74db-4baf-9df6-4a875f6fb9da", "create_time": "2002-08-10T00:29:53", "lists": [ "b1dd8e14-d2c0-4f20-90b7-60ffb879ba2d", "481b02d8-6f71-4dd8-9d8f-64b5a2947969", "30619a5b-6e27-40bf-8d60-3648bcf36e73" ], "avatar": "https://gamble.com/", "event_id": "0d68ee45-45a4-465d-9609-7284dcc5e2ef", "user_data": "peterharris" } }, { "similarity": 0.725886404067488, "face": { "face_id": "2ffa7ed3-fde3-4441-8dda-9b004d5b7aeb", "external_id": "cfhPZuwzQJhegoCLZKiK", "attribute_id": "3e5c44b4-579e-4830-9cbf-79b73592da22", "create_time": "2010-02-23T01:10:22", "lists": [ "00c4995f-9851-41e3-b4fb-76053d6d239a", "c23e5dea-309b-49fb-a26d-ef1ab2cdfbd8", "24f04387-64ea-4a84-b5b1-a9edb14baff4" ], "avatar": "http://hill-hill.com/", "event_id": "3b0dae02-447c-4463-b29b-ea8317e3991c", "user_data": "duane35" } } ], "list_info": { "list_id": "c4afa54b-3c46-4657-a07f-1e7b96b076c8", "user_data": "6440 Wheeler Roads Suite 222" } }, { "candidates": [ { "similarity": 0.291770063564113, "face": { "face_id": "b039d935-04d4-409e-83b4-ae8a1bc72d5c", "external_id": "yrLQBBgNXaxcXluDsFWD", "attribute_id": "21078f80-9a3b-4e12-85d1-3375beac7432", "create_time": "1981-04-11T20:07:29", "lists": [ "c7f71996-95bc-4264-98b0-c6cdff237c73", "a708b2f3-759a-45c7-ab65-21c169fe6572", "b4be4f10-bf01-495d-bdb5-7bbac68a0edd" ], "avatar": "https://carrillo-williams.com/", "event_id": "3c82198d-a3a4-4cfc-983c-edc7ab381777", "user_data": "marthanoble" } }, { "similarity": 0.674990903195102, "face": { "face_id": "51c5c4e8-34b1-4a57-9c7d-e306c6b641c8", "external_id": "roNnSNHRohkaSQmzLpcu", "attribute_id": "efc01fc2-bde8-49fa-a8c4-a917b5bde010", "create_time": "2014-03-15T18:20:14", "lists": [ "6cf575e4-b9d7-4d6c-a123-89d97f635164", "9f91acf0-a82b-4194-bc3b-81a12932d794", "e5a845ef-4f09-4f50-9170-5821bd465c69" ], "avatar": "https://sanders.com/", "event_id": "f5fbeb52-209a-4e94-9f5d-e99ddba24261", "user_data": "sharonlopez" } }, { "similarity": 0.28635931310344, "face": { "face_id": "416e56a0-2e01-4d56-8965-122513218981", "external_id": "ighkTxlroEVHBWFdtGPq", "attribute_id": "4b0be30a-05e3-4089-84dd-f9342514a7bd", "create_time": "1971-01-23T04:18:07", "lists": [ "f6dc836b-9cd6-4411-8835-2eaca588fd4e", "deebff47-8585-48c5-8822-8b19bb2bee28", "85e24d0a-ef58-49d2-b428-3cde8c14992f" ], "avatar": "http://nguyen-williams.com/", "event_id": "d33d118d-f48a-4448-95cf-2ffa99898327", "user_data": "brownedward" } } ], "list_info": { "list_id": "a9fe0b00-b2c2-42c7-9f1f-85d4cacf8b21", "user_data": "6964 Townsend Village" } }, { "candidates": [ { "similarity": 0.38554905015282, "face": { "face_id": "cf4ad710-a7eb-4e15-a8d2-19897f92fbfb", "external_id": "TeVfCTIBAMwRrSrXXFEm", "attribute_id": "9763924c-f577-458a-8e2b-e720f9f069ae", "create_time": "2016-01-19T15:52:26", "lists": [ "8c73283d-c3fd-46c5-85fc-eaff7d19f4f9", "596f9197-ab99-4e00-8493-e1655ac10b97", "29efbdef-aba7-49cf-850c-9f3fd047f7c8" ], "avatar": "http://www.silva.com/", "event_id": "abab5c4b-4d55-483c-9fc0-3806d0537310", "user_data": "barbara40" } }, { "similarity": 0.724131794259768, "face": { "face_id": "c906f1c4-67a2-4e16-9ca4-a1241ae24494", "external_id": "SQZIaKjYNoUEeUhbFVav", "attribute_id": "f81d645e-1f09-40fa-875b-cb27b0371d2a", "create_time": "1973-03-10T18:07:38", "lists": [ "cdf46ae0-e760-4c1c-ab61-48002883aef5", "cf37e21f-8a3f-422d-b2d0-377c2c7ce250", "b00a23db-9c10-43a9-b832-b8cd45a118d1" ], "avatar": "http://robinson.com/", "event_id": "97edb7fa-e83f-4a20-a88b-1d46abdd3c67", "user_data": "kennethking" } }, { "similarity": 0.269834015217374, "face": { "face_id": "ab32afeb-e7d9-4194-a305-fb3e942addf3", "external_id": "nMDKsDaleChtYHiBATfO", "attribute_id": "9a5a25f0-d8e3-40a3-827e-085b943747aa", "create_time": "1985-09-17T19:25:42", "lists": [ "941e3185-0f70-46d9-a6f8-26f4be478af0", "3299fdeb-44cc-40f5-951d-08075797f5ae", "68f757ca-68f0-4316-9e6b-25055afcc934" ], "avatar": "https://mullins-ferguson.com/", "event_id": "2fdf6513-fdd6-4bf7-bfea-dec340d90d29", "user_data": "andreawilson" } } ], "list_info": { "list_id": "1cc9ae35-2c19-4f19-a00f-f456e544b803", "user_data": "79461 Sims Villages Suite 640" } } ], "url": "https://roberts.biz/", "face": { "face_id": "6b4eaa34-91e0-445e-b19c-cf36d8d8e4fa", "external_id": "JYCINsKXjSDoPoKuwgAs", "attribute_id": "de452c52-87f6-48e1-9d33-44e933579933", "create_time": "1974-01-31T14:06:18", "lists": [ "d16399a0-af26-4e5d-bb96-fd91f8ad218f", "9a35b8fc-f802-483c-8877-0a38d51d4732", "a34496ab-5b07-46c2-9cf3-938370052231" ], "avatar": "http://fleming.biz/", "event_id": "04fb34d4-ec47-4f54-9b94-3f32d5cd9b1b", "user_data": "pmason" }, "detections": [ { "filename": "TSSwDgrniCQfEyWDwaCv", "sample": { "url": "http://lloyd-guzman.info/", "sample_id": "8cf6f305-f8ba-4d3d-bafe-2bdc13c95080", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.27282215679785, "dark": 0.188622826396799, "saturation": 0.45754456804093, "blurriness": 0.513034429179903 }, "rect": { "height": 4575, "width": 5855, "x": 4184, "y": 1187 }, "landmarks5": [ [ 945, 5346 ], [ 8181, 6755 ], [ 1212, 3692 ] ], "landmarks68": [ [ 3507, 780 ], [ 981, 3275 ], [ 2004, 6057 ] ] } } }, { "filename": "NekoUoWAFngMqaKsqjhv", "sample": { "url": "http://patel.biz/", "sample_id": "5d7f43d1-a2e6-4a26-9ea0-2448cae41698", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.176794833703386, "dark": 0.841004850124863, "saturation": 0.930406371871214, "blurriness": 0.490322135284212 }, "rect": { "height": 1528, "width": 1238, "x": 2073, "y": 7268 }, "landmarks5": [ [ 3258, 6878 ], [ 7646, 9267 ], [ 5801, 4510 ] ], "landmarks68": [ [ 180, 1768 ], [ 8929, 2868 ], [ 7296, 6803 ] ] } } }, { "filename": "cfFvZYtwHGHLPFgqCHPP", "sample": { "url": "https://www.schroeder-wright.org/", "sample_id": "7bec7e01-17d2-4234-b1c9-7e9b315d520f", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.48899980177388, "dark": 0.304987875651809, "saturation": 0.947809991404217, "blurriness": 0.553273392970586 }, "rect": { "height": 4092, "width": 7544, "x": 5096, "y": 9349 }, "landmarks5": [ [ 4748, 864 ], [ 7226, 6863 ], [ 6757, 3882 ] ], "landmarks68": [ [ 3392, 5250 ], [ 7934, 2874 ], [ 8992, 524 ] ] } } } ] }, { "samples": [ "cef40d4c-0084-4ec0-a8f6-9fc4b156ff0a", "71f218d2-d9f7-4b1b-92b4-f309782e3271", "b58d40ec-e227-4177-904c-385dc85661bd" ], 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