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": 84, "gender": 1, "ethnicities": { "estimations": { "asian": 0.581629173656082, "indian": 0.486652204680945, "caucasian": 0.774058866555275, "african": 0.473502192587714 }, "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://olson-burns.com/", "attribute_id": "19b74eea-4dc2-4a08-b9ee-d11867db9862", "score": 0.43037118717506, "basic_attributes": { "age": 26, "gender": 1, "ethnicities": { "estimations": { "asian": 0.773225215279768, "indian": 0.67751061597001, "caucasian": 0.65579404856923, "african": 0.572310972223708 }, "predominant_ethnicity": "indian" } }, "samples": [ "74df24e6-c555-489c-ad6d-85dcdcd447cb", "aaaead59-0a30-4392-9d5e-2ac42603d1ae", "6e7c09e9-78b5-414a-95b7-1d599cc787f9" ] }
- 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": "4be04ffc-9c44-4efb-897b-6ec19410b760", "external_id": "jDnrDfRcbIzePsYBmJZx", "attribute_id": "91c3d8c7-9e9a-4d8f-8a3c-e553e50b2fe1", "create_time": "1975-07-26T06:11:21", "lists": [ "8fa5bfb3-4358-4aac-80d4-784bcad20753", "3590ca12-daa7-4bf6-9fbf-076558bce5e8", "322b5f98-8587-4266-84a1-5ae322852212" ], "avatar": "http://williams.com/", "event_id": "c952f9b4-d414-4dde-a2e3-cda9bb3f2512", "user_data": "rogersdean" }
- 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": "28a03629-6e4d-4148-a4fa-61532de13d4a", "user_data": "9015 Eric Mill Apt. 026" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.227605988315557, "face": { "face_id": "d72f6235-2270-44e1-9b9e-169c0055ebd8", "external_id": "xdXmPQwzJjVRUzfrMdHk", "attribute_id": "c7808b0e-a44a-4212-b532-20a4f6ac30dc", "create_time": "2018-10-22T19:39:43", "lists": [ "6d8ed495-34d9-456d-9451-83ba184cf656", "9f5293c8-d9ea-443f-8597-67b93ba4b055", "067dba01-b722-4c3e-891f-5af4112fd00b" ], "avatar": "http://www.nelson.com/", "event_id": "52038aac-9080-41e8-a38f-7ca4d9810c2f", "user_data": "berrystacy" } }
- 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": 0.933077526702881, "face": { "face_id": "627509a9-1a1a-4086-a3b0-172fa88cfb45", "external_id": "TOygCsFNKEqvtDgeMzRs", "attribute_id": "fe95a0e0-1985-4c3d-bb08-855c9fc7f583", "create_time": "1976-10-15T14:17:48", "lists": [ "c23dc3b0-d0ea-49b9-bde0-74ccd9f8958a", "cfa0a630-7538-4c6a-bd72-83e71d68bb6e", "52ab818f-5d34-474b-9cc3-c5a3591332c1" ], "avatar": "https://calhoun.org/", "event_id": "b01c005e-7df0-471b-8f8d-e5bc1909e55c", "user_data": "phillipfitzpatrick" } }, { "similarity": 0.962840553660277, "face": { "face_id": "ca8c2156-0b63-4e45-a5e5-bc953854a242", "external_id": "tjrqVVWWyUXMkeJvUtHQ", "attribute_id": "3199d1d1-b233-4f42-ab42-90e4bb37beec", "create_time": "1970-07-22T10:07:15", "lists": [ "c5e4b7d6-b391-452e-bfc2-b780ebd88644", "5021ce41-3ec6-4bfb-bde4-ae156f59b7ca", "ad5a6550-6768-44f4-ab56-a2932fae43a2" ], "avatar": "http://www.woods.biz/", "event_id": "ad981360-f4d3-4451-a2be-777509d8c8d8", "user_data": "robin30" } }, { "similarity": 0.85638525581556, "face": { "face_id": "4ca9d3ee-6cb5-4c53-8470-39bbcea0bd13", "external_id": "AgpJaZLsWlVngsNqWjUf", "attribute_id": "7685be1f-0b52-49cc-8c23-c52a8b62aa81", "create_time": "1993-10-21T03:35:40", "lists": [ "ed85ce3d-0b17-47c3-83c6-464f875b475b", "fdaaaeb3-5e10-4676-9a3e-9da3c7cedcc8", "376a70e0-efd9-4e02-85c8-e696c9c5092e" ], "avatar": "http://www.davis.org/", "event_id": "32826552-e20e-4a6c-8605-29d090ec7a55", "user_data": "wferguson" } } ], "list_info": { "list_id": "10bf4154-552f-4a73-9a8b-bcd829bccb14", "user_data": "350 James Trace" } }
- 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": "85de4e7c-bad8-41ab-8254-c54ef7c8f484", "Luna-Request-Id": "WvTuBTUPaycPCRcftdNP", "events": [ { "samples": [ "e69b8d02-05e6-49d2-9a80-92280dd5342a", "3766a665-a1eb-4256-b472-4a8154d560a5", "96b10113-1eb2-4e26-aac9-9c65a3b333ea" ], "attributes": { "url": "https://peters-franklin.net/", "attribute_id": "78013821-614d-4a93-8dbf-57aeddcc39d7", "score": 0.192688833489868, "basic_attributes": { "age": 47, "gender": 1, "ethnicities": { "estimations": { "asian": 0.85771544657714, "indian": 0.544914180753274, "caucasian": 0.842232263374848, "african": 0.474867196028412 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "02f3353b-64f5-42f0-a024-fb3ccba1b1bc", "791eb44d-a802-44f7-895c-d7522d5a9c45", "e83a7dbb-9db4-4521-adf7-4d3caa36cd8b" ] }, "source": "426 Burns Village Suite 763", "tags": [ "OgzgayufvBKxyZVuKHpz", "yGwTPkUTwlhMpCWvVhnM", "cxgXEnsdQOXlqwGjKgLN" ], "event_id": "f87b577b-994b-4f79-b87b-5e5d886b21a0", "match": [ { "candidates": [ { "similarity": 0.761484893512219, "face": { "face_id": "7c2aebc6-4ea9-41e5-9f37-7f7aee2a18f9", "external_id": "iKtcUytLmQWtBaFHiFPd", "attribute_id": "dac10e8a-0d21-4984-a409-155887d8ce92", "create_time": "2010-08-09T22:09:22", "lists": [ "2e0573b6-5521-4b55-8857-04a7c07a5b25", "8cdaf722-b195-4ad1-b857-deeee27cbe4d", "83442e62-8cbe-48c9-91ec-abc084056f30" ], "avatar": "http://www.carpenter.net/", "event_id": "c2f411f9-9382-49ed-a8dc-d75d7f3fc267", "user_data": "sclarke" } }, { "similarity": 0.668711853693535, "face": { "face_id": "e905834c-a2ef-4806-9236-7c662d975097", "external_id": "qaDnMJDGKoPYkxxHrtEG", "attribute_id": "f5543e22-8668-499f-b972-72bcce4f805a", "create_time": "1997-11-22T21:31:38", "lists": [ "c10ee9cc-f3f6-43b2-a1c5-6ffe5ea6b92b", "c5ab6f34-3152-4c15-8e26-6e8e8ce66634", "b2485c20-74ed-42d9-b794-0f0cb2f27f3e" ], "avatar": "https://taylor.com/", "event_id": "4d38851b-9ff0-4063-b497-162d5ac16772", "user_data": "thampton" } }, { "similarity": 0.591383708740443, "face": { "face_id": "295870a8-fe3b-4f81-99c0-c36c59dc72b9", "external_id": "xUWcReQlAecEtHLnwjla", "attribute_id": "6657ef2e-38d1-437a-9e34-0ff64e4eb7b9", "create_time": "1996-01-15T11:00:45", "lists": [ "e27f0f88-9b1e-486b-b9a8-bab8341d2b10", "af338bdf-ed5c-4918-9d66-1a015e7f1a8b", "8e79732e-a7a5-4d52-97e3-806fe788feaf" ], "avatar": "https://wilcox.com/", "event_id": "9d12fede-94f2-489f-9351-e340226e2b8b", "user_data": "nmorales" } } ], "list_info": { "list_id": "6268d633-29d2-4d31-a0e4-e0d8848237a2", "user_data": "1992 Bridges Row Suite 119" } }, { "candidates": [ { "similarity": 0.854224697896111, "face": { "face_id": "16533657-065c-40bd-8b2a-03c44501ce7c", "external_id": "FCTkvbexRIJZhnjnWJNa", "attribute_id": "67291746-ff2a-403d-b151-a51818341c25", "create_time": "2018-03-27T23:53:52", "lists": [ "93721aa6-47cc-4b70-8ab9-417acf558a99", "ae2db517-6ee1-4454-9842-b22ed816ddaa", "b96b7dcc-bf09-4854-960b-4de8f152aa7e" ], "avatar": "https://www.lewis-jackson.biz/", "event_id": "5a89bb6d-d8aa-4790-ab37-4e479e80d85e", "user_data": "vhernandez" } }, { "similarity": 0.95563508789933, "face": { "face_id": "e2afe347-1247-442c-9f93-5891cd84915f", "external_id": "ehFBJJyeXHgoapTanuCJ", "attribute_id": "8ecffd12-bffd-49c7-ba12-bb443e47193f", "create_time": "2000-02-11T11:08:29", "lists": [ "ed5f5e74-1928-4399-ad01-2bf471d1552a", "2b931d82-2b9b-4aec-8b03-b5e830b37f21", "d2d4631d-b831-451a-95c2-16a828104d78" ], "avatar": "http://www.choi.com/", "event_id": "f48b712e-7648-494f-8d23-38e2bce56316", "user_data": "toddjones" } }, { "similarity": 0.703076846858, "face": { "face_id": "f0012edd-5a43-47e5-8919-840ccf6f8c94", "external_id": "pvGZOAdgxhyWWQxTHKkT", "attribute_id": "c66d3b1f-b969-4491-a68d-40286b6d5326", "create_time": "1989-11-06T02:37:11", "lists": [ "c0091994-5f43-4253-9bdd-3747d857c4e6", "a19b273f-ddd2-4911-bdf5-7c7f1a55fcca", "8d9cbf20-e275-4843-93c0-c0de68147b49" ], "avatar": "https://www.le.com/", "event_id": "88fe2274-e5bb-4daf-9147-e9b8fe62c865", "user_data": "jasonpatterson" } } ], "list_info": { "list_id": "8b55094e-be0d-4504-85dd-8c28d8bc675b", "user_data": "620 Tony Ridges Apt. 836" } }, { "candidates": [ { "similarity": 0.555005741564687, "face": { "face_id": "585f2b9f-132d-4165-98d2-9f15bf229f81", "external_id": "reGOjWKcXXdndltkoEWh", "attribute_id": "68cd0fa1-016d-42ec-99ff-a76597bf9f3a", "create_time": "1985-09-27T14:57:08", "lists": [ "7b9fce5b-6c55-47d6-b9a4-e037d11e3180", "8d6a79a8-f1ff-4c3e-8f1a-2e8a388769e5", "25556fea-5615-4b84-b1da-9b472469650f" ], "avatar": "https://www.anderson.info/", "event_id": "508b5a4c-cbcc-49f2-9e7b-62535edf9557", "user_data": "hernandezhannah" } }, { "similarity": 0.419304780849159, "face": { "face_id": "d2157746-f3b1-4e67-b844-7aec3e919b6d", "external_id": "zLQcamcWBeaMpitRwneG", "attribute_id": "2c9b7863-45ff-47a3-8b1f-4d5bb34496ad", "create_time": "1977-05-24T06:50:28", "lists": [ "146cf52f-037f-45f6-af9d-3b5e01ac03ab", "742e11b8-55ff-42cd-bcbe-a65f6b8c3a11", "82c9e9e6-6e93-4b1c-9852-20f76a2c1225" ], "avatar": "https://www.murphy-gentry.biz/", "event_id": "99557f30-51dc-4a10-a8c8-089affd271ae", "user_data": "joshuabowers" } }, { "similarity": 0.33941206845848, "face": { "face_id": "9861efa8-6e66-4019-a090-8d8fa0ff12bf", "external_id": "dUzhhJERzdClTzYLLUNO", "attribute_id": "c111bdca-c5c2-49ec-be93-721696439914", "create_time": "1984-10-21T04:00:22", "lists": [ "3d936858-7c8c-4459-8b4a-0d70879a114b", "779860bb-135f-48f0-b331-872b87e9f00b", "3cbed1d6-9484-4ab0-9c8e-60106207686d" ], "avatar": "https://robinson.com/", "event_id": "8bb5bfb2-313d-47e9-9f23-fd3c933cbc0d", "user_data": "hayessheryl" } } ], "list_info": { "list_id": "7557f663-8fd7-4271-9cb3-73ec17b9f0c7", "user_data": "7884 Katherine Union" } } ], "url": "https://jones.com/", "face": { "face_id": "53b6e0b3-94af-4a42-9a78-878cb2f61840", "external_id": "odBQDMIthWHYXzTuoxyQ", "attribute_id": "2616db2b-e1d8-43e0-9a6e-cc3f821641f4", "create_time": "2014-09-14T18:32:17", "lists": [ "8feb2072-a421-4ce7-8b38-3082b87b2244", "918b759a-ac84-4a49-a9d2-ad9f4355209d", "b880a6b3-d59e-4695-a069-3f53c083342c" ], "avatar": "http://hernandez.com/", "event_id": "4c2e1b84-b15c-4a8b-bbfd-8590ec628587", "user_data": "timothy57" }, "detections": [ { "filename": "kgzDRtYzWCAIgsSDIZHc", "sample": { "url": "https://simon.com/", "sample_id": "b1d61de0-a17d-448e-8cce-b506814a4d50", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.932920771922293, "dark": 0.596731443054149, "saturation": 0.932366021030599, "blurriness": 0.846867501963782 }, "rect": { "height": 8501, "width": 1618, "x": 1526, "y": 5091 }, "landmarks5": [ [ 405, 4690 ], [ 8148, 4641 ], [ 240, 9412 ] ], "landmarks68": [ [ 1594, 2887 ], [ 5930, 9756 ], [ 5057, 5813 ] ] } } }, { "filename": "XamXOvRQcrPfCYyVWHWp", "sample": { "url": "https://www.burgess-thompson.com/", "sample_id": "b82e59a4-a6a0-43cf-921e-3f7a92ee5b3a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.649087170785084, "dark": 0.726146931669328, "saturation": 0.321074861953972, "blurriness": 0.858922513402527 }, "rect": { "height": 9728, "width": 2935, "x": 9462, "y": 1907 }, "landmarks5": [ [ 9452, 4479 ], [ 9240, 7594 ], [ 6719, 3926 ] ], "landmarks68": [ [ 8014, 8728 ], [ 2957, 9527 ], [ 5478, 1099 ] ] } } }, { "filename": "FkWoOVSVsEeFFSAnvONn", "sample": { "url": "http://romero.com/", "sample_id": "41e93b3c-6faa-4b2f-b695-ef8adccca489", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.549279907507851, "dark": 0.539413351805545, "saturation": 0.770067476799289, "blurriness": 0.422108808134074 }, "rect": { "height": 7572, "width": 4077, "x": 2251, "y": 3746 }, "landmarks5": [ [ 5202, 2339 ], [ 5792, 3368 ], [ 4862, 833 ] ], "landmarks68": [ [ 8935, 9433 ], [ 8721, 5619 ], [ 8762, 3082 ] ] } } } ] }, { "samples": [ "052a59bb-8525-4b77-bdc5-385acceb5252", "dafca75b-a4a5-4692-b01c-0efa585e0a28", "74800d6f-b382-43d5-bd8f-d6d0c3b716e9" ], 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