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": 50, "gender": 1, "ethnicities": { "estimations": { "asian": 0.953023732171342, "indian": 0.55211707911118, "caucasian": 0.425555832689616, "african": 0.211012646959534 }, "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": "https://www.hamilton.com/", "attribute_id": "2ce26d24-e6d5-464a-ae0e-b74516c772c8", "score": 0.794276505006359, "basic_attributes": { "age": 59, "gender": 1, "ethnicities": { "estimations": { "asian": 0.711616188219302, "indian": 0.472172167062025, "caucasian": 0.873527312002051, "african": 0.650039343529228 }, "predominant_ethnicity": "indian" } }, "samples": [ "a947fbb1-900e-4d20-b563-13eac17fc00b", "f0025a8a-a3af-4a49-88ea-cc4cae81781e", "d57afcb3-9daa-45a8-962b-96090740646d" ] }
- 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": "f16a2b4d-ff80-49f5-aaae-d510ca703733", "external_id": "yEzneXqhyDeIXKPAcTVa", "attribute_id": "2a62a000-a015-44fd-b635-c18ea16b42bb", "create_time": "2023-02-14T06:54:13.736949", "lists": [ "f12c9cd2-71b1-4580-a739-c1564783ec45", "885346b1-41a1-448c-89e3-fbf05039c9f5", "d926b557-adf8-4ecf-9f88-7c3e393d959d" ], "avatar": "https://gilbert-hines.com/", "event_id": "0ce4f9a2-0742-4ca8-9070-59f0f91c1108", "user_data": "christopher19" }
- 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": "dca00c5a-daa6-43c3-bf8b-ca16813db0aa", "user_data": "33856 Melissa Glens Suite 070" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.167837312997919, "face": { "face_id": "a9928e6b-bee2-4d96-a3b4-0d2771703216", "external_id": "wBAgzRHTvJUztymBAoNt", "attribute_id": "8e9443f8-c1ad-41b4-8927-599107739293", "create_time": "2000-08-12T12:35:15.613818", "lists": [ "836319b9-9c66-4cdb-be3e-2a5704bb58ab", "10963163-aabd-4fbb-8759-2dfbee57a5ab", "0a9341dd-ad4f-423c-8ca9-0f0ca53859ab" ], "avatar": "http://www.hawkins.com/", "event_id": "de64a903-e3d7-4527-831e-0f32db867f26", "user_data": "oedwards" } }
- 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": 0.28717280021411, "face": { "face_id": "e67ab897-2cdd-4aa3-b633-a3531597be06", "external_id": "vNAcevJBrczgjHFxThoY", "attribute_id": "741b33c2-a195-427e-85d9-5f95b1a3fe3f", "create_time": "2004-04-20T13:48:23.197128", "lists": [ "a9ce6172-6dc8-426a-b02b-fec8ce1855da", "588d0575-1ef3-4f80-aafe-19f3bf5d7012", "cb400ba7-86ee-437b-a0db-fae4043fb922" ], "avatar": "https://saunders.net/", "event_id": "2b8f555f-8b4a-499b-82b6-0914d7a01fed", "user_data": "joycegregory" } }, { "similarity": 0.864318581845247, "face": { "face_id": "43129b75-4beb-47a3-9437-608b476dc20c", "external_id": "EvFCOHilNqUIfqrHiulA", "attribute_id": "dce7795c-2f3a-4410-8d2f-65772d1156d1", "create_time": "1993-06-08T03:52:43.864343", "lists": [ "38f8d4b2-4e1a-4e1d-ae3b-483f26c138ad", "fe28b784-f738-41a8-a50b-14dc581fcf9b", "4e87f03e-6bdf-42ae-9d50-041d5021f86c" ], "avatar": "http://simpson-adams.com/", "event_id": "1ab10424-bb40-4ec9-98f3-547152ac2a94", "user_data": "elizabethbrown" } }, { "similarity": 0.192543297187685, "face": { "face_id": "64635d7b-788c-4bbd-8d28-6728b2d82fed", "external_id": "SqrTahVkHTyfrYDtZhns", "attribute_id": "a7bf0dc8-ad87-461b-bf1b-5bb5d861e280", "create_time": "1970-05-13T20:41:47.852643", "lists": [ "00a71166-240f-4e3c-a0b5-975cae93ffb7", "7b00f4b9-85b0-49ee-bdf5-d2ce6d51cb0c", "8bf1bf3d-48ab-41ee-b019-399ff5106837" ], "avatar": "https://www.smith.com/", "event_id": "f0200688-4983-4974-a8a7-df74f85545cd", "user_data": "gillespiedouglas" } } ], "list_info": { "list_id": "7bcbec30-f89f-40e9-8fd5-579cb669e890", "user_data": "95899 Anne Underpass" } }
- 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": "b2623148-2eba-42ef-9603-ae07ebd171f0", "Luna-Request-Id": "GNBjTwfPatkvEjfrUDjF", "events": [ { "samples": [ "cd3a22d6-d347-413c-86ec-a1e9dfb793a0", "2b59fe2d-f018-4ebf-9cbd-5b5c6b24c7eb", "a4f3f81d-5dde-4ea2-9f82-1b3ca6f39a9f" ], "attributes": { "url": "https://martin-jennings.net/", "attribute_id": "3a4bfc6a-84db-4ddb-a043-8347750c99f4", "score": 0.830530212228676, "basic_attributes": { "age": 96, "gender": 1, "ethnicities": { "estimations": { "asian": 0.345443853211419, "indian": 0.157908330136454, "caucasian": 0.878851826780963, "african": 0.48755799868916 }, "predominant_ethnicity": "african" } }, "samples": [ "c4b36720-d198-44d1-a633-f49303adbc7f", "71fa9a41-6426-4d11-a017-66e6859e6945", "e9cf1461-bf80-4eea-9a99-baa66d5d29d3" ] }, "source": "381 Ibarra Tunnel Suite 875", "tags": [ "JpSTPuPGSbeYKfgDVWYh", "FwIQOJxdEpBdwRUHQgoY", "gZEQGTpixsDGvvkCCdaM" ], "event_id": "eb9c3655-795e-40cd-a182-5e0cccf11b08", "match": [ { "candidates": [ { "similarity": 0.986441038198064, "face": { "face_id": "e8d7bbc2-eeb5-4463-b430-a73ed0b8dcf0", "external_id": "PbPhtUrOECicBlbkynmE", "attribute_id": "2f004a73-7d0b-4295-8f4f-01ab6ced1eb0", "create_time": "1989-01-03T00:56:00.493242", "lists": [ "37d71b64-b08d-4417-8a4b-fc2fe39e2b7a", "049fa301-e052-41c4-ad00-75d5e789d648", "ef3e236b-01f9-4dc8-81b4-f6555532b59f" ], "avatar": "http://www.schroeder.com/", "event_id": "96c3776a-8005-41bc-a71a-28df17c2cdf2", "user_data": "christinamiranda" } }, { "similarity": 0.248443507329491, "face": { "face_id": "392bd31d-b4a1-4744-8158-cafc8df9277e", "external_id": "AezqBByJmxjyiFLcoGHj", "attribute_id": "7481da6f-85e9-483b-afe7-7e06d27faf77", "create_time": "2010-10-04T13:50:52.662816", "lists": [ "84de1548-cc32-4de7-8268-40bdfec6c4fd", "98951f73-861e-4030-8338-869b82258f72", "9cff5d06-ce27-4bb5-8479-00ecb4434d27" ], "avatar": "http://www.brown-combs.com/", "event_id": "7dfd263e-ae51-4619-b37c-1a63a63acef1", "user_data": "abailey" } }, { "similarity": 0.695521827788059, "face": { "face_id": "b9b350b3-38c2-4230-9dbc-e9ca39075f69", "external_id": "yKQxADXOJgWYSdvAOvvo", "attribute_id": "d45b4738-afb1-43a9-badc-ae8850980858", "create_time": "1972-01-14T10:07:08.198517", "lists": [ "c6a24d91-5c03-4f8e-b757-6a4fcad79150", "afa6c01d-3e2a-4613-bd97-58ffb8add24f", "69d7d193-a4ae-44e7-8c93-4e0c6e944015" ], "avatar": "https://www.torres-green.com/", "event_id": "c06925d0-4332-44cb-9a18-fa780893a733", "user_data": "tylertrevino" } } ], "list_info": { "list_id": "e1a7d9ae-9853-4036-910a-6866a2ee833f", "user_data": "5340 Sean Ramp Apt. 562" } }, { "candidates": [ { "similarity": 0.301804261453102, "face": { "face_id": "11c329a7-db54-4d7c-9b8d-b91ac1864b05", "external_id": "VYYehbUCiaylxohWoLTD", "attribute_id": "b2453d38-21d6-4329-9de3-cea729ce5428", "create_time": "1996-04-07T22:07:48.175228", "lists": [ "f09c69f0-c7b5-4407-b884-eea8ec4da2ed", "3daa6163-9e42-4419-a471-83af500d3d0c", "762f0d71-7194-4be7-93cd-e8197669f9b9" ], "avatar": "http://www.castaneda.com/", "event_id": "bfd19886-a7bc-48aa-9233-2dae4613df58", "user_data": "bethany50" } }, { "similarity": 0.9658206031148, "face": { "face_id": "286d9b7c-0199-423f-ae61-6d308a578440", "external_id": "DXkzBBYFxFrYHsyHHiCj", "attribute_id": "40c17bb4-ba88-456b-b549-99852d3fb087", "create_time": "1976-10-17T09:03:11.240418", "lists": [ "a76658fe-add6-4bdb-a4e5-2fe776d6d405", "baca31e6-7e8a-4d2f-ac93-9e0c3e5123b5", "294d25aa-bf9d-4128-9907-53a26f8277e4" ], "avatar": "http://smith.info/", "event_id": "669e673f-e38a-4311-a97e-2d9fdfa7334f", "user_data": "ruizkimberly" } }, { "similarity": 0.6124389254306, "face": { "face_id": "f11acdfa-cdc7-4576-ae9e-ee7d1299ccf3", "external_id": "vXxHpIzgBFqlZDiuqCGB", "attribute_id": "4bedfc7c-1d49-45b4-8f0b-6ff0b83e22dc", "create_time": "2021-02-06T18:51:19.984823", "lists": [ "291a8a97-8774-4147-959c-539c9d8859ec", "5b396e1b-fe6e-409d-9e37-d83f7633eef7", "79853df4-5d66-4f8b-b853-8b9ce49a3c8f" ], "avatar": "https://www.golden.info/", "event_id": "b0930a61-5dac-4831-8643-999055e7b011", "user_data": "isabella52" } } ], "list_info": { "list_id": "d8ac53ed-c259-410e-b2bb-bc27ea07dd59", "user_data": "6889 Ortega Bypass" } }, { "candidates": [ { "similarity": 0.387536956158, "face": { "face_id": "62149870-4ac3-482b-87dc-1b2fe490cd40", "external_id": "lTrGoKfwUhZkMvFqrUNr", "attribute_id": "f71e9c5c-7bd4-4811-b548-05d816cb8b96", "create_time": "1970-12-27T15:47:53.583917", "lists": [ "0471155e-8c38-4f7f-bcf7-b9bdc4fee766", "45d6d4de-db9e-456a-b786-829b4f9a8f53", "16b3ea63-ead3-49f0-86bc-c985da7ab1b0" ], "avatar": "https://walters.info/", "event_id": "8834ae18-4876-49be-ba82-5a40eadc83eb", "user_data": "imccullough" } }, { "similarity": 0.738541835550829, "face": { "face_id": "cde11b66-b94a-45af-893f-5584aba2a30d", "external_id": "YdqNKMHsvaPLcslIiINy", "attribute_id": "b6ad4d42-7c34-4c1a-a213-6f211b8f2159", "create_time": "2020-02-05T14:11:06.848442", "lists": [ "b31b963d-c41f-4301-b8ca-5cf23157d86e", "1ee6d55e-031a-45c7-9235-6957bad3af64", "a8fe495d-b9d4-46f9-beaf-809efa5094b9" ], "avatar": "http://www.james.net/", "event_id": "18fb994b-b49e-4efa-b39f-5a7fd8416f00", "user_data": "tara06" } }, { "similarity": 0.510519766841933, "face": { "face_id": "7d888b55-cd02-4247-87af-5d86272070d1", "external_id": "mWwWSPNEvGpQWiJHnjDU", "attribute_id": "9a906e77-3a9a-4396-8213-1fc9e1da0289", "create_time": "1985-07-15T01:49:19.004592", "lists": [ "b49d4d72-a451-41a8-92d4-320fb13311c2", "cbe65a4f-2e85-4e97-a165-7d67a15b8a32", "e2413607-7bf0-4d73-bcb2-28bbd96ff733" ], "avatar": "http://www.evans.com/", "event_id": "60157071-be4d-4604-96f4-63c55ef9163f", "user_data": "jeffreymiller" } } ], "list_info": { "list_id": "8ee2beda-4753-4c42-a1fb-97749de21665", "user_data": "0014 Anderson Summit" } } ], "url": "http://www.taylor.com/", "face": { "face_id": "883c5d6f-0180-4798-9451-47724fecd21d", "external_id": "WsChqOAmQWOhmvGSZsPf", "attribute_id": "1d4b7e10-be7e-4a1e-bffc-564bd38b8962", "create_time": "1992-10-12T12:50:26.821746", "lists": [ "df28955c-ddbb-4bc6-a0f8-c721a0b644d5", "9207dcf6-2bd0-4d65-860d-3b335320149a", "05231433-17c1-4fd5-b176-2e3a0e23733e" ], "avatar": "https://www.farrell.info/", "event_id": "abc89a18-31e3-4371-854e-bc998c107049", "user_data": "ejohnson" }, "detections": [ { "filename": "zfjyhEuxjpIJjaNEfUKl", "sample": { "url": "http://johnson.com/", "sample_id": "289e2726-369d-471d-99ae-6b04b8f2ad66", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.456684403537785, "dark": 0.692996316195677, "saturation": 0.624947201884116, "blurriness": 0.545993857903608 }, "rect": { "height": 6605, "width": 7664, "x": 5385, "y": 3671 }, "landmarks5": [ [ 713, 3539 ], [ 9909, 4195 ], [ 9293, 7245 ] ], "landmarks68": [ [ 246, 7110 ], [ 2324, 6152 ], [ 4136, 9413 ] ] } } }, { "filename": "GaUwsVNnowopHAOQjEeE", "sample": { "url": "http://www.dorsey.org/", "sample_id": "4a2cd538-b2f2-48d8-b0ef-1e8ed0062a10", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.403012048909338, "dark": 0.400381325938329, "saturation": 0.99150445241701, "blurriness": 0.612280414012288 }, "rect": { "height": 6556, "width": 5456, "x": 9839, "y": 8107 }, "landmarks5": [ [ 871, 181 ], [ 5701, 9845 ], [ 3147, 146 ] ], "landmarks68": [ [ 5708, 7694 ], [ 3229, 3362 ], [ 9594, 9523 ] ] } } }, { "filename": "tmTEEEMCTKCuTBcGGCXg", "sample": { "url": "http://www.huang.info/", "sample_id": "460d0a98-d9ed-4ddc-820b-91f800cdffcc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.454174851807039, "dark": 0.850291015441772, "saturation": 0.288036852492152, "blurriness": 0.363483086020786 }, "rect": { "height": 5486, "width": 7149, "x": 8372, "y": 8713 }, "landmarks5": [ [ 5763, 9252 ], [ 882, 2116 ], [ 3489, 5288 ] ], "landmarks68": [ [ 4896, 6788 ], [ 9525, 5152 ], [ 5804, 1019 ] ] } } } ] }, { "samples": [ "388ea0c1-32cb-484a-a6f0-7605acc50e12", "0f7ee3b2-97fb-425f-8c0d-0b0dee18f6b2", 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