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": 61, "gender": 0, "ethnicities": { "estimations": { "asian": 0.617926644444946, "indian": 0.731515035278978, "caucasian": 0.982079182297661, "african": 0.87021227475647 }, "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": "http://www.torres.com/", "attribute_id": "37c57a6e-e128-4f4a-a4d5-feeff18153e2", "score": 0.659124325158079, "basic_attributes": { "age": 32, "gender": 0, "ethnicities": { "estimations": { "asian": 0.777521762539117, "indian": 0.971475572691446, "caucasian": 0.548555164930644, "african": 0.425441623335508 }, "predominant_ethnicity": "asian" } }, "samples": [ "0d34a474-ef55-4964-808a-ba2fb2c44b04", "92d10f38-81f4-4fcd-b2f2-641ff1b9574a", "bf718031-f08b-45ce-b76c-02d429b21e3c" ] }
- 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": "8bd38f6b-5dbb-46e9-a8c1-90309a1ad33b", "external_id": "LOrkYXlOHxZVdYUOoVIs", "attribute_id": "1e1aa0ea-deb9-452b-9c1a-2822fa66be2d", "create_time": "2005-03-02T16:38:26.650116", "lists": [ "a0233d78-8d89-49a0-b701-149d57c3c031", "d35ea8fd-49bb-40bd-917e-9b1c2795a021", "4f0f97a5-ca2d-41a2-a608-12dbb988cd1e" ], "avatar": "https://www.pope-rodriguez.com/", "event_id": "adab5f37-58ae-4252-9e16-0bc7862146e1", "user_data": "jonesjonathan" }
- 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": "72c044b9-c39d-4182-9681-fc8f0ba8bee2", "user_data": "348 Mcdonald Prairie" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.62797615382491, "face": { "face_id": "bc19a884-5a2a-499c-93d0-106f9021ab98", "external_id": "jddsumPeUaEYRHGMRuQJ", "attribute_id": "c270617c-500a-4ec5-a1b2-a8add66e1246", "create_time": "2007-11-06T09:27:56.374354", "lists": [ "ef03cf9a-8e52-4cc1-9cf7-e9788fc78134", "296c4925-f218-4aae-b257-0d86bf82e027", "2dd491fb-1b15-4b0f-ac38-bb8d73c185ea" ], "avatar": "https://www.phillips.net/", "event_id": "1d445e38-981a-4250-9fc6-75e54825afef", "user_data": "kdavis" } }
- 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": 0.230109501693725, "face": { "face_id": "9b9cb206-b049-4687-8464-52a2ab0c00ec", "external_id": "tjRKriyawanqEXMDDToz", "attribute_id": "a48cdbd7-7a43-417a-baa6-21a96a839631", "create_time": "2019-10-30T13:00:13.296057", "lists": [ "a4a81815-65df-4c34-a25c-7741c04b1870", "29ac5a30-7c85-4524-be3d-a0963c303af3", "c934422d-0b21-49c3-92bf-b64e49e10d01" ], "avatar": "https://www.johnson-wright.com/", "event_id": "6f85ac8c-d383-48a4-bf20-0bbee14d253b", "user_data": "kaylamoore" } }, { "similarity": 0.327498989450991, "face": { "face_id": "77666bfb-02a6-4708-8719-271a5cf1674c", "external_id": "jkPECWELKexTPbAUwlAy", "attribute_id": "266f3d40-4ebf-4519-8d23-b96599297eb0", "create_time": "2024-08-08T03:33:45.754576", "lists": [ "d1b3d1b3-87fc-4e19-a794-0af539a266b7", "425a1283-1e5e-4fac-ae46-774531fa457b", "8445d4e7-90c9-49c2-8922-8a45a5c6162a" ], "avatar": "http://alvarez.com/", "event_id": "bbfbd834-2525-44ce-9816-aa7d011eac8e", "user_data": "stevesmith" } }, { "similarity": 0.398312372916245, "face": { "face_id": "af5d48af-b267-46b2-9ecf-5addcd0a3daf", "external_id": "GNvPovoFvGgCBHhaDTpB", "attribute_id": "e462d3c7-3a39-43bb-8c70-7a03e1529072", "create_time": "1972-07-28T21:49:49.769351", "lists": [ "8302663a-f89f-4b13-a1b8-8a99e7ab5270", "6cf6b7fd-16ca-402b-a53f-aa4dd0e4a1c8", "492d46f6-cbe0-48e2-ade6-23a4877b20ba" ], "avatar": "http://www.hampton.com/", "event_id": "f43d3b95-e58d-41f8-af91-7a8b6fc6f4d1", "user_data": "josephsmith" } } ], "list_info": { "list_id": "345b34a4-7188-41ca-a465-37c9cedcf928", "user_data": "0853 Paul Stream Suite 233" } }
- 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": "80a59397-b79a-4091-b9b1-3a38ac043f36", "Luna-Request-Id": "LlNTgTLNZmLOPEXYJTxt", "events": [ { "samples": [ "cac7d190-0ecf-4008-b4d4-36bdc47477c1", "f35609a1-cb5c-496c-add3-63e762130e12", "87fb9528-e5e3-4c43-81f7-9214daac68f8" ], "attributes": { "url": "https://jones.com/", "attribute_id": "8efe362d-cffe-4e6e-82cd-aa44a70f6102", "score": 0.336902178520791, "basic_attributes": { "age": 17, "gender": 0, "ethnicities": { "estimations": { "asian": 0.654847555652555, "indian": 0.572433574357187, "caucasian": 0.624048603907742, "african": 0.243395827131164 }, "predominant_ethnicity": "african" } }, "samples": [ "f2864c32-1e98-4a7e-ae9c-8bd3090ba90e", "a7254fc4-380c-4c63-935c-b64c3d71bc6d", "331c61ee-9e97-475c-a48a-7ab5eb414893" ] }, "source": "59291 Thomas Rue", "tags": [ "dUPeCrUmEVVtqElVqOsI", "gBpFjOOHOcggMiPCWIVZ", "mQMPDlxNqQfNGtjlCWmZ" ], "event_id": "7f44c185-930f-408e-9983-6ce78c4a5fad", "match": [ { "candidates": [ { "similarity": 0.530990477721131, "face": { "face_id": "c35bbe53-c825-439c-ae4f-6ab01e12231e", "external_id": "OlXcrfTIOJanPlmzjset", "attribute_id": "cf64aec7-84cb-442f-8dd3-d9f4a1455909", "create_time": "2001-08-19T16:52:22.662718", "lists": [ "abf88e76-cb74-4fea-a83c-165fe775bb18", "017afb23-0370-4d43-8f82-2707f4e9f4d9", "1a8edc40-9b96-4eb7-a3bc-efb14a4c638a" ], "avatar": "https://nichols.com/", "event_id": "b0a8cc9c-f456-4805-932d-35f5688e62dc", "user_data": "robertsjamie" } }, { "similarity": 0.142160833601318, "face": { "face_id": "afcf6fd2-942f-425d-b0c4-910f76442c36", "external_id": "hOxOdGmjzINZgvClrPVH", "attribute_id": "a3094f00-f45e-4d67-9446-7376159fcdb9", "create_time": "2020-06-24T06:52:33.360709", "lists": [ "0d97ae84-3734-4342-b140-b3eb22785306", "3af29120-0e00-4f54-8486-6cc82dae03d1", "93d8f6fa-68d2-40b8-8e73-7fc7d29cb03a" ], "avatar": "http://www.smith.com/", "event_id": "8a499faa-cb8d-483f-b034-1fa14624223b", "user_data": "delacruznicole" } }, { "similarity": 0.365032819695102, "face": { "face_id": "c793d894-3a72-4c8f-a5f0-cc8843b1c058", "external_id": "czeXmFTIgNAUGWikVvlm", "attribute_id": "08edbdcb-3c5e-478f-8e2e-a74b49a7e15c", "create_time": "1995-04-05T13:19:15.653611", "lists": [ "a982b9bc-33b6-4c46-ad2f-175901eb3b75", "a301d279-fd52-46ed-95c1-2ac71597221d", "e729dfc1-5af9-461f-b99d-1bb85e398339" ], "avatar": "https://www.martinez.org/", "event_id": "dbe4de0c-753b-41ab-8252-83a49af32dbc", "user_data": "tracey78" } } ], "list_info": { "list_id": "cea808c4-e56e-4d11-bf3d-7c1b8e1e25e6", "user_data": "8820 Monica Loaf Apt. 591" } }, { "candidates": [ { "similarity": 0.176690541716426, "face": { "face_id": "258bf433-4ea9-4133-83af-781b8fe5fbb6", "external_id": "bpjvutlfwPbIahJDqytC", "attribute_id": "793df429-3fed-4bee-a736-556faeb1a0b7", "create_time": "1989-04-10T15:58:55.997104", "lists": [ "bd34356c-12f1-4cbf-8921-c71995a8d5fb", "28c78f4c-df77-4000-86ae-0e19aad71bf8", "371fbeb4-d7b4-4e3c-8c06-651771a1ecc6" ], "avatar": "http://www.rose-byrd.info/", "event_id": "f239c041-a86e-4d27-8f5f-98744502fddf", "user_data": "ewiggins" } }, { "similarity": 0.307814476289105, "face": { "face_id": "ccee2db4-7874-4872-9121-d5d0282aeb88", "external_id": "seMrIXyVDKacjTBTtzDH", "attribute_id": "afc7fa9f-2ad5-4b46-b6ec-65e7335b8313", "create_time": "2007-05-08T14:39:42.757486", "lists": [ "6d914faa-f82b-4cf5-b959-aed8c7970537", "8ff125ec-02fd-4dd4-a42d-aa0e60c5b83e", "ae4168c1-1c19-4bd6-ac37-6fd63595c098" ], "avatar": "http://www.mathis.com/", "event_id": "5d4c03ea-f34f-4785-82be-1e5190641614", "user_data": "anitalane" } }, { "similarity": 0.946539720774443, "face": { "face_id": "112ab703-b1b2-4968-a2c4-fa53fdb0b455", "external_id": "RGTyFDGPGHSBeMvSHtvE", "attribute_id": "aa730831-1e3b-4b8a-9cd3-ff76497eebcb", "create_time": "1996-02-10T03:35:17.952943", "lists": [ "9e543d1e-369a-4d0f-9242-0e7bef88d82b", "6c343859-cab6-4f28-9067-8b3205a4e613", "71294a48-0560-4594-802f-2f89d60c18a9" ], "avatar": "https://www.rowe-johnson.com/", "event_id": "57b772ec-7e69-412c-8f72-36f6114b30fb", "user_data": "pattonjonathan" } } ], "list_info": { "list_id": "8586d585-8faf-4131-8dbc-b36ac6859017", "user_data": "9518 David Lock" } }, { "candidates": [ { "similarity": 0.634936432817144, "face": { "face_id": "74cf417f-a67d-4e8c-8ded-4faf2cb714da", "external_id": "aMvkxMyugNJxTvdtVFev", "attribute_id": "e5398e88-f802-421d-b1f2-b6515d525134", "create_time": "1988-01-02T21:12:06.348822", "lists": [ "4c65895b-8032-49d7-8bdb-3d4b4385b4d7", "210a35bd-c1c1-43d3-964f-87204302ee9a", "c67b0b64-dcde-4934-9ddb-b98fba2ac6bc" ], "avatar": "http://www.brown.com/", "event_id": "d2ca5f96-6287-4632-b34e-10a047c1ec9c", "user_data": "lesliepeterson" } }, { "similarity": 0.292771528539021, "face": { "face_id": "f678d033-3759-4f54-b9f2-498662f36406", "external_id": "RBLCWzArFwYEsZCGMQQR", "attribute_id": "3701362f-3ec5-4b39-9adb-a6ba35fd0e4d", "create_time": "2015-12-31T10:36:44.062747", "lists": [ "2827c424-27c8-42b9-88df-3f7cae796aaf", "a7171125-6908-467b-adcc-7888b81af712", "6ee6aa14-510d-47af-971b-1fe70bb8ff2f" ], "avatar": "http://www.rivera.com/", "event_id": "d74ef906-0e23-4022-a6e4-9d84ff25ada4", "user_data": "cmueller" } }, { "similarity": 0.256152238363267, "face": { "face_id": "7b5462fd-952f-4ab8-b49b-fa1bd3d2c33a", "external_id": "lYJNIBbMoFwpAalVYwuo", "attribute_id": "1a27c3d1-d0a7-45b6-b07a-728a4424da3e", "create_time": "2015-07-13T04:31:42.593927", "lists": [ "67cae54f-b0d3-4fea-aa7d-8e62253248c9", "e4a51d47-6af4-4062-8e57-9fa3032a0e0d", "18e21073-5002-4ae0-af56-e1a2e40cbb03" ], "avatar": "https://www.stevenson.com/", "event_id": "aae8669a-fa3d-45d5-a096-493ebd058e99", "user_data": "hfarley" } } ], "list_info": { "list_id": "b10ac1e7-5d73-417a-bdc1-d0ef309ec39b", "user_data": "3820 Hoover Bypass" } } ], "url": "https://martinez-washington.org/", "face": { "face_id": "b779e047-0d24-4494-95e3-746de01eb24c", "external_id": "BsjMXbZxuMqUDiNltucZ", "attribute_id": "6c5c8d35-09ef-4a3f-83b7-65e2fe4e771c", "create_time": "1994-07-21T06:30:15.375403", "lists": [ "da4c2b84-b4f4-4787-b802-36f06c089a15", "5c3ae45a-0bee-4f09-b411-11f8f82116bb", "f185c05a-833d-4389-b2d5-528f7a8cbf27" ], "avatar": "http://king.com/", "event_id": "1045f917-c2fa-4769-8479-f176395da3b1", "user_data": "gregorybaker" }, "detections": [ { "filename": "UTlgZVDPbKDwdmePKesF", "sample": { "url": "http://curtis.com/", "sample_id": "f1b34f34-eb46-4a85-94aa-e557599d6a3e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.831238213422583, "dark": 0.518389926386527, "saturation": 0.43035496534206, "blurriness": 0.969034230123 }, "rect": { "height": 3398, "width": 5433, "x": 9498, "y": 7129 }, "landmarks5": [ [ 3593, 4910 ], [ 3555, 7411 ], [ 7843, 5016 ] ], "landmarks68": [ [ 8870, 6304 ], [ 2370, 8349 ], [ 4599, 9378 ] ] } } }, { "filename": "btrVCtqjxqfbgANozrRD", "sample": { "url": "http://www.wood.org/", "sample_id": "25bfc757-c6cf-4910-ba15-855d521d3cf8", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.756596571738791, "dark": 0.214834409262839, "saturation": 0.540826172665032, "blurriness": 0.517678475244869 }, "rect": { "height": 9978, "width": 610, "x": 4787, "y": 8755 }, "landmarks5": [ [ 4488, 405 ], [ 5493, 8175 ], [ 7034, 9156 ] ], "landmarks68": [ [ 3056, 7345 ], [ 7981, 6968 ], [ 6111, 4888 ] ] } } }, { "filename": "GpMrrbHYKhVFfSSoqIGJ", "sample": { "url": "https://daniel.com/", "sample_id": "b380902a-75bd-4943-b7c2-77fae13f79e0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.514955518394179, "dark": 0.455924007256713, "saturation": 0.456647200322694, "blurriness": 0.586651235139761 }, "rect": { "height": 4923, "width": 3411, "x": 1132, "y": 4512 }, "landmarks5": [ [ 9869, 9747 ], [ 5719, 3589 ], [ 7133, 7711 ] ], "landmarks68": [ [ 2746, 4513 ], [ 6121, 2337 ], [ 3705, 6474 ] ] } } } ] }, { "samples": [ "fca5aaf7-3025-40d5-a5d3-f076f8c31c88", "45aca0a9-eb3d-46da-848e-6b5fbaad5056", 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