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": 16, "gender": 0, "ethnicities": { "estimations": { "asian": 0.280420878126768, "indian": 0.744540809547792, "caucasian": 0.546369483467081, "african": 0.265640427365891 }, "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://sanders-estrada.com/", "attribute_id": "9d8aa54a-4b2d-40b0-9be4-729a18b8e4ad", "score": 0.668821712553458, "basic_attributes": { "age": 91, "gender": 0, "ethnicities": { "estimations": { "asian": 0.915817562791215, "indian": 0.733138942854112, "caucasian": 0.180166006410422, "african": 0.91865757322595 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "aa155afa-8de3-47dc-aadd-703044b7a407", "6cc09c46-dcaa-4111-ba90-3aa685c7bace", "888e17e7-a7eb-4c81-9757-b28a917a8c2f" ] }
- 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": "99556104-e629-44a0-a9ca-8037d85d2071", "external_id": "xvalrzdybcyLKsZGBhho", "attribute_id": "04fbb334-3c57-450b-a171-9a20ddc23cea", "create_time": "1976-09-11T23:46:49.661021", "lists": [ "89b314d7-4604-46ec-b337-bb5082293dd8", "d522751a-b568-4d3e-ba44-af0496270cd9", "e27fea41-8e47-495f-ac4b-83ea00debc2b" ], "avatar": "http://www.welch-wu.biz/", "event_id": "d2b6811c-76d3-4172-b73b-c05b0cd8e899", "user_data": "barry49" }
- 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": "aef88d16-98c6-4d26-afd5-6d4cc3c419fc", "user_data": "3432 Andrew Way" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.980107122199795, "face": { "face_id": "d0b2cb66-fc8d-494e-ac1d-861e1495bfb0", "external_id": "yaYGSZhsOAWZWbnxzPTH", "attribute_id": "dcd5e946-90f7-4eed-bcfe-2201cc90e050", "create_time": "1985-12-10T07:00:18.569129", "lists": [ "f0a9cc01-adae-400a-a69c-c30e3a701d3b", "9ab3615d-1dab-4bfc-99c4-00c0d40b2448", "19d52936-22a7-46c3-bf3c-c7fbca755984" ], "avatar": "http://harvey-hill.com/", "event_id": "1911a343-91bf-482e-92ff-02add87113b7", "user_data": "charles84" } }
- 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": 0.344611125838209, "face": { "face_id": "59d52e17-5451-4e0f-88f2-aa432309f96e", "external_id": "urGndkxgCDsQYWiWixkq", "attribute_id": "f6693ada-bef6-4e2a-8a1e-84f15cd9a31d", "create_time": "1997-07-25T01:40:15.677236", "lists": [ "47829721-c0c3-449b-b7d5-2ea66e749609", "49ad020d-9d9b-4752-9c4b-4443fe966ff6", "e344214d-c75f-4f8f-839e-5134cd0a75d4" ], "avatar": "http://brandt.biz/", "event_id": "68b80a6f-8270-4800-a123-837816d94e99", "user_data": "mark21" } }, { "similarity": 0.767114232551995, "face": { "face_id": "cf6fb976-58de-4e69-8f1a-7536e04054ed", "external_id": "sANdtKWGmjxossllcZkd", "attribute_id": "ad4bfddd-b9ca-4934-81fb-7d372872e201", "create_time": "2003-03-01T05:33:48.402146", "lists": [ "a264ecc6-65f9-4723-bc7e-90796273219c", "83bbef2e-8e5a-4eb4-8162-b07d533e9877", "9b4e698c-eae6-49a5-b49f-236450f9a028" ], "avatar": "https://rodriguez.com/", "event_id": "eec58fa0-41cf-4142-9a95-a58fb4d5ce68", "user_data": "dakota17" } }, { "similarity": 0.640240403232007, "face": { "face_id": "2c7da836-c2fa-401f-990d-91ace925bc12", "external_id": "wsQGtxGDpQOJNBgqcSnN", "attribute_id": "c2b9d46f-144a-4b60-b4a1-7766f26fffe2", "create_time": "1996-11-13T03:29:20.339559", "lists": [ "be48979f-db41-4969-aebd-c6ba303a3bba", "8ec5b2b4-f99a-42ee-bb47-389ea9f910d6", "4c8dffb4-a43b-4064-9b0d-0153226e93b7" ], "avatar": "https://moore-taylor.com/", "event_id": "e83b706f-75d6-492b-ac40-105123dc164a", "user_data": "smithsharon" } } ], "list_info": { "list_id": "84b6762b-4c51-4960-b3fc-9a7e8cb813af", "user_data": "512 Charles Drives Suite 131" } }
- 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": "65680e26-3f20-4d9a-803b-817ad3b47e68", "Luna-Request-Id": "OvmhsXSdHDQHDSGDwGuR", "events": [ { "samples": [ "853b2479-50a8-44a5-982a-cca191af20cb", "f4c17031-c1b4-41b5-882e-8b52761f0eb7", "f81a8af3-a7cf-45b4-9d12-eb0876419fcc" ], "attributes": { "url": "https://www.thompson-hampton.com/", "attribute_id": "6cd48809-41de-408a-b654-e5e7908a4f99", "score": 0.828678003223854, "basic_attributes": { "age": 84, "gender": 1, "ethnicities": { "estimations": { "asian": 0.606365684245138, "indian": 0.747526611714543, "caucasian": 0.765641228417856, "african": 0.170392803896205 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "682a8447-586c-4847-8531-d4d412b3cce9", "23e85a18-1da9-4b6c-8eff-22b103c47715", "d4a0af61-462c-47f0-acb6-3d708b2cc9d8" ] }, "source": "502 Ali Villages Suite 761", "tags": [ "UkIVkcaAcxSqIqEKotHp", "CqEVDBUkbwMOjeesLdSI", "RWByqTCCzdKNWBIbJSJE" ], "event_id": "b8df2d22-f86e-4864-9451-06c89c225e86", "match": [ { "candidates": [ { "similarity": 0.552020575787075, "face": { "face_id": "c585f5f7-c495-4ff9-8fac-b81530baa706", "external_id": "yZrhxfmQLzmqnjtcPOzA", "attribute_id": "9123b4f6-d185-4356-a41f-f153eeea5589", "create_time": "2024-11-06T02:18:33.503826", "lists": [ "ebd319af-7172-47df-852c-7a92d391ca0e", "27de549b-dffa-442b-ad9d-70b7448ec063", "098ca5a2-e0d2-4874-ae39-56f168dad60d" ], "avatar": "https://jones.com/", "event_id": "66ae95db-998c-47cb-b38e-48f3ffbea214", "user_data": "ocole" } }, { "similarity": 0.51389191743016, "face": { "face_id": "1243d412-fcf7-4592-97a1-276618ecda03", "external_id": "kFfFxQAaDfxtpGfBrSUV", "attribute_id": "955cfb08-8dda-4529-8ad8-56bd64f340d0", "create_time": "1976-04-14T04:02:42.383744", "lists": [ "da148bc1-5128-44fc-bd53-d3cecbc3e65a", "bc9c7372-7fd3-4c1a-82c4-75036adff87f", "f1ed0762-17e1-4807-847b-351a4956a5c3" ], "avatar": "http://www.miller.com/", "event_id": "5ca57405-9b8f-408d-b14b-266825e1876d", "user_data": "imartinez" } }, { "similarity": 0.145989803262004, "face": { "face_id": "36562caa-8e23-462e-af9a-9ec92851cbb2", "external_id": "sqYkdrQKJyCmpFuDFXFe", "attribute_id": "ab5a6566-eebe-4381-8672-aedada7b4aa4", "create_time": "1994-05-21T14:47:32.142207", "lists": [ "00104b92-9304-47d4-ac06-804f2d0448e8", "ab6fdea4-15d3-41e3-b3d6-da2c2177fa66", "aa529a11-d98a-4dc0-a01e-47f9ce48d9b0" ], "avatar": "http://hughes-gonzalez.org/", "event_id": "64bc78e9-4cd9-4a52-9aae-c9859de5724a", "user_data": "dalton06" } } ], "list_info": { "list_id": "84435923-83e7-412b-8536-4d6acb2e0957", "user_data": "98393 Clayton Port Suite 097" } }, { "candidates": [ { "similarity": 0.867295904789674, "face": { "face_id": "9938118c-68c5-45c2-826b-e0fec7f7c1d9", "external_id": "SPcmFFlgseVesQasefyO", "attribute_id": "6e01071a-867a-4608-bbc3-4752dc54469a", "create_time": "1984-03-30T13:34:26.795857", "lists": [ "67ab3373-4f70-4b70-b52d-d65ef874a5ed", "600ed5c3-4836-42b5-8422-f4a497ca59bd", "303c0b32-8292-461b-9882-d81a2ba7c9cd" ], "avatar": "https://www.stevens.com/", "event_id": "a05c830f-6190-4a61-a150-1b7fb85ac567", "user_data": "nancygreen" } }, { "similarity": 0.701079041793541, "face": { "face_id": "96325d56-063d-4dd2-9758-e032e920da47", "external_id": "MQtBvleQPpzXCWJYMraU", "attribute_id": "261681a3-ab22-4dae-bed8-97fdc34ef48c", "create_time": "1978-03-21T03:38:28.678994", "lists": [ "75887b53-0576-4f8f-8672-1ba28857652d", "7a0bfc0c-4659-4bc9-86ca-1a3c7bd5d35c", "377b8c12-5303-4485-9dc6-87d814a864a8" ], "avatar": "https://king.com/", "event_id": "9a0a0cf9-b494-49ab-a538-46fd4279537a", "user_data": "paulcombs" } }, { "similarity": 0.31373278611053, "face": { "face_id": "f0bba022-e401-489a-9e96-727cf3a48bce", "external_id": "iVWoHlbQScSCbyRAFBnN", "attribute_id": "eea9be9a-4e0f-4bee-baf5-6b550e1c46df", "create_time": "1976-08-29T20:21:56.256685", "lists": [ "4ae03849-bcb5-4ea7-a35c-a06ea364214f", "5eb25202-e2b0-46e6-962a-79029158b190", "56d20cde-3648-4415-8845-b489b1b65a85" ], "avatar": "http://www.brown.com/", "event_id": "904c6e7d-7e3a-46d4-be7f-e2e6cb4aed77", "user_data": "ruth47" } } ], "list_info": { "list_id": "a47acb33-a67d-44b8-a24f-846fa6604b95", "user_data": "08330 Powell Shore Apt. 312" } }, { "candidates": [ { "similarity": 0.149883351276283, "face": { "face_id": "d99898d3-046e-4789-bd2c-421688235157", "external_id": "SNbwiNOAlYtrQweUqPXf", "attribute_id": "52c56d32-beee-4eea-a02b-f96090b7701f", "create_time": "1978-01-03T17:11:30.529701", "lists": [ "9b0efbf6-0c02-4988-b532-0c5bb7e035b2", "20117c52-7cb1-4821-8e0b-a53ade8ba8e0", "f93750e1-e20c-4bad-a0f7-cea75c245481" ], "avatar": "http://joseph-mitchell.net/", "event_id": "f3f09589-0e3a-4d59-9e4e-4a60b57a2dea", "user_data": "tranalice" } }, { "similarity": 0.57559276935906, "face": { "face_id": "39d17682-fb07-4aa7-9f13-bc8e49689ef4", "external_id": "cQvaNflrXSrusjmZULaE", "attribute_id": "3293b41f-0911-460d-8b6d-da9fd51f098d", "create_time": "1986-10-26T19:54:37.332462", "lists": [ "53396290-b89e-46b3-8d1f-ffaaba46b47a", "1b302d29-2fae-4866-bc56-2b7070bae315", "87cfaa17-41e2-4600-b23a-27f5f93e1729" ], "avatar": "https://www.jackson.org/", "event_id": "e36c6913-3426-48e8-87f2-6d0813d9d597", "user_data": "robertjohnson" } }, { "similarity": 0.125163959398719, "face": { "face_id": "4a3acf48-81ba-453f-9e11-823927b439e7", "external_id": "mdAcFJcHtVyEIfwpwvIx", "attribute_id": "436c5c7b-0aa0-4a9d-a462-d90a1fab5888", "create_time": "2021-11-15T15:07:36.385975", "lists": [ "55f72b6a-8c94-41de-9c4a-071be841f324", "f6c9e3c1-3360-43d3-b59d-45be7e16b493", "fda622b3-f2bc-46f4-9821-5c7b3b0de8e4" ], "avatar": "https://www.thompson-shepherd.com/", "event_id": "3776e33a-d648-4633-8010-b98f807a3f80", "user_data": "garymccann" } } ], "list_info": { "list_id": "202fadab-814d-49f1-8e06-5376877be3c0", "user_data": "27318 Hartman Rest Apt. 206" } } ], "url": "http://estrada.com/", "face": { "face_id": "41191f93-03de-46ee-9a40-2e5ce63bbb65", "external_id": "arvVGFqCJKOYpSiTGSmK", "attribute_id": "b4f9831d-3f3b-4146-aeb6-dfbeb70e3379", "create_time": "1981-10-23T13:52:05.071525", "lists": [ "3befd7ff-255c-404d-87bb-1d7517a92120", "4abfe78f-cb24-449a-9b1d-7ff6d66bb2ca", "a146bac8-3e27-4dae-830a-eedfc233ab53" ], "avatar": "http://www.walker-hunter.com/", "event_id": "20ff76ab-7f4c-4c65-b336-db3ac03e9132", "user_data": "mcclainaaron" }, "detections": [ { "filename": "CKXImTTvOTqhGOPfbBxF", "sample": { "url": "http://www.parker.net/", "sample_id": "15188794-fc21-4df2-b5a5-74f5345b31d8", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.618848484804166, "dark": 0.489035738601303, "saturation": 0.563357570208572, "blurriness": 0.819410539706911 }, "rect": { "height": 9175, "width": 5575, "x": 2596, "y": 7398 }, "landmarks5": [ [ 6026, 4629 ], [ 8907, 1787 ], [ 1507, 9047 ] ], "landmarks68": [ [ 6745, 2272 ], [ 4039, 1095 ], [ 5152, 7189 ] ] } } }, { "filename": "hxIlmQmNgVURHjMJdNto", "sample": { "url": "http://www.jones.net/", "sample_id": "7de508f3-629d-451a-b9d0-fc5a261795e9", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.653944876218273, "dark": 0.127950889019157, "saturation": 0.45382702341728, "blurriness": 0.435488693048999 }, "rect": { "height": 6692, "width": 5019, "x": 3412, "y": 6929 }, "landmarks5": [ [ 3594, 9938 ], [ 8295, 3320 ], [ 4763, 7492 ] ], "landmarks68": [ [ 5412, 7642 ], [ 5624, 7109 ], [ 6042, 3373 ] ] } } }, { "filename": "tWIXoUtFeCKOuzDmvnLz", "sample": { "url": "https://www.castillo.org/", "sample_id": "a42cb656-fb19-4d2e-bb49-f23764110bbb", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.134929377154127, "dark": 0.176257371411538, "saturation": 0.490246901749139, "blurriness": 0.681836361340199 }, "rect": { "height": 2882, "width": 6593, "x": 7270, "y": 9961 }, "landmarks5": [ [ 9871, 4115 ], [ 2091, 3111 ], [ 5416, 4992 ] ], "landmarks68": [ [ 9132, 169 ], [ 2516, 7888 ], [ 1902, 8896 ] ] } } } ] }, { "samples": [ 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