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": 40, "gender": 1, "ethnicities": { "estimations": { "asian": 0.566976439837344, "indian": 0.567270534749189, "caucasian": 0.428134757328404, "african": 0.357495705574812 }, "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://lopez-barton.info/", "attribute_id": "4a447b0b-f823-4e18-a400-3d04dad7ce06", "score": 0.943237187259105, "basic_attributes": { "age": 74, "gender": 0, "ethnicities": { "estimations": { "asian": 0.741756440096551, "indian": 0.756901955819286, "caucasian": 0.673384977120339, "african": 0.458492219033379 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "d3247de3-3adf-42da-95dc-8de534e6d59e", "1863fc6c-ce98-48fa-a9f2-6afaa6b8f14b", "67a09632-8dec-44e2-a7b1-7d48a6995f65" ] }
- 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": "a5707367-798f-4369-a65b-c5bb83fd0215", "external_id": "kSqAtKdeaTwXUQMjhGZt", "attribute_id": "a5235922-78af-4c5a-afb1-28ff036edca6", "create_time": "2018-08-30T07:01:15.909104", "lists": [ "4186dcb0-5de1-4b4f-890e-1516a056574a", "f4ea2f07-ad2d-4de7-96c2-2d5b6f1b977c", "5696cdf3-5e29-4be1-921f-15ba6a1106b4" ], "avatar": "http://lopez.net/", "event_id": "bcb43482-a2dc-45bc-bb5c-a2065d0be135", "user_data": "barbarachavez" }
- 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": "a95e00d3-6bc9-4671-8a3c-3477bf30debb", "user_data": "479 Reynolds Crossroad" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.754539193668251, "face": { "face_id": "df6f7e24-4ba3-4e00-aea6-1ea7851c9c36", "external_id": "gMYnqgmprZIgIzbSpZgz", "attribute_id": "eead37c5-176b-429b-9096-b7cbc4702fcf", "create_time": "1972-11-21T19:13:31.457133", "lists": [ "c12a3237-df76-4461-9eb2-7dfec2d6041e", "cbbb4664-7111-4cba-b456-0ac0228af578", "8248a222-c1c3-4238-9557-35ef09f36696" ], "avatar": "https://www.pennington.info/", "event_id": "6d566ad9-2a6b-4d37-9618-f8e3ab6d65fc", "user_data": "samuel11" } }
- 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": 0.886520905933674, "face": { "face_id": "f90ec561-6536-4a51-8c32-d8758b6a6b8c", "external_id": "TbnJXyDbcyBOwRLuBsmf", "attribute_id": "205af82d-558c-40d2-bd7b-879b7b4ad04f", "create_time": "2023-07-17T11:12:11.188786", "lists": [ "93ae3b2d-860b-4a55-83fe-92cf215467cd", "19f4c24a-56b0-4674-a656-c05e737e62a5", "a083e372-0004-4102-875f-12fb95035a35" ], "avatar": "https://www.cook-williams.com/", "event_id": "43547d98-e55b-42be-853f-7cf261f96ac1", "user_data": "acox" } }, { "similarity": 0.981713795884449, "face": { "face_id": "14546bd2-3252-4875-8096-e363d4fdf9cd", "external_id": "lcCaUFaLEdogyheUhKeV", "attribute_id": "d197fe3c-5566-4688-b121-e84f34e7437a", "create_time": "1975-06-28T13:45:09.615422", "lists": [ "5245a290-3092-4866-8170-c1f6217893e0", "cf1660e2-feb3-40cf-a80d-56d3b0562bae", "b9011bc6-99ed-4aed-86d2-f04f6e0bc0d0" ], "avatar": "https://www.cook.biz/", "event_id": "26f3cc19-021f-473b-9bae-6fadaca2317f", "user_data": "dsmith" } }, { "similarity": 0.24221797772818, "face": { "face_id": "e61ac48a-3563-4b40-a814-e4fb123f038b", "external_id": "STkYBZBTAgQzwXHGHNXz", "attribute_id": "ac9a0a4c-01bd-4cc3-ad65-b00524ed5840", "create_time": "2018-03-21T02:06:27.936436", "lists": [ "2db159f4-a299-46ab-a2ed-1b12d085635f", "6b667722-c22a-4154-a4c0-90e54f587823", "58f97249-0205-43c3-bad0-8c685ccf6d2a" ], "avatar": "https://www.may-armstrong.com/", "event_id": "b97de0f1-d6f2-489c-a01a-3f6c16507512", "user_data": "raymondgeorge" } } ], "list_info": { "list_id": "957df59b-ccb3-480e-a9b1-f8e1ba891d8a", "user_data": "16914 Brown Crossroad Apt. 220" } }
- 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": "905484b5-d518-47b8-afc5-3ce38ae6603f", "Luna-Request-Id": "oQgcSzbYVQuleoaHBOOZ", "events": [ { "samples": [ "8317afb7-5776-4616-83ea-491964faf2a0", "97a25605-8128-4dd5-8791-df405321885b", "1c89da47-33e0-4465-8b35-e9b6ec7be98a" ], "attributes": { "url": "http://www.todd-brewer.com/", "attribute_id": "a1fa0db4-7c2c-4a30-a78d-b9a748c12d7e", "score": 0.418340487637199, "basic_attributes": { "age": 94, "gender": 0, "ethnicities": { "estimations": { "asian": 0.187452901503752, "indian": 0.964816163491368, "caucasian": 0.389623894005016, "african": 0.86059112768934 }, "predominant_ethnicity": "indian" } }, "samples": [ "8bff09bd-5afb-4301-a219-cd5f32384214", "9549d726-b9b7-4f19-8031-4bc62018fed2", "af1c6947-7923-4bfd-aa51-0d517385ee20" ] }, "source": "0806 Ryan Viaduct Apt. 038", "tags": [ "cJIzpECJpYJXVwtEgIEe", "vOsfvecplgDclnSSqiND", "REKfAofCgSnFTyFpCpSb" ], "event_id": "4b5c598f-26aa-4a96-8380-46d400d56701", "match": [ { "candidates": [ { "similarity": 0.372443596078352, "face": { "face_id": "f2e17d49-37d1-49ad-b09e-61af70f97abc", "external_id": "isWqYCdRiKEtrNxWxPWB", "attribute_id": "30475d2c-cc43-4b58-b33d-ba491a60694c", "create_time": "1984-04-24T02:57:01.041580", "lists": [ "0e3d5c85-209e-45fa-8eda-06ff7d0802fd", "230e9070-c909-4d17-b630-a8bcc9e8baa9", "880523e6-46ce-4cd0-81c0-a9acbdd79613" ], "avatar": "http://owen-graham.biz/", "event_id": "7a4ea811-5f61-4ace-8478-fcd39d438ce2", "user_data": "xmyers" } }, { "similarity": 0.53112110839907, "face": { "face_id": "491a5680-9a2c-4bdb-bc69-8b7f8b0f7823", "external_id": "VLsZCnCRQlrXReosBUjg", "attribute_id": "230f5962-49d0-4c6a-90f1-b9a1f2807bf4", "create_time": "1995-08-20T12:43:54.789220", "lists": [ "24b3e9ba-b95c-4530-9a33-71c08a39bf9e", "5f2542fc-5799-4162-95eb-a34612a13314", "36b82933-0369-425e-8d78-0de9641a0743" ], "avatar": "http://yu-maddox.com/", "event_id": "ca54faf0-5ddb-4e4d-a476-0c5fc9935ca3", "user_data": "hortonmichael" } }, { "similarity": 0.940267067577803, "face": { "face_id": "2a2a483b-3209-4633-bd9f-65254121ce09", "external_id": "GSFPMMPkjLwYwURSiKnl", "attribute_id": "bf505cec-fb24-459b-b3b8-113d6a1bc3e5", "create_time": "2008-12-24T14:25:37.918461", "lists": [ "fb4e7e7a-ee4d-4dc9-8528-bf0454378fe0", "d21ca36b-f41e-4070-bbd8-6918d6e74ed2", "0cf7244e-bdf3-4a51-82fa-3156182cf593" ], "avatar": "https://www.holt.com/", "event_id": "4d0dd73f-dba1-48fc-9691-813e5abbe001", "user_data": "nicholasclark" } } ], "list_info": { "list_id": "bc8eb464-fa63-4141-abd0-121489696ca2", "user_data": "9294 Karen River Apt. 247" } }, { "candidates": [ { "similarity": 0.133141250535236, "face": { "face_id": "11c4c2dd-765c-4fae-bafa-e4d9b71c4116", "external_id": "yILutPIQVWYsvMbnHRGD", "attribute_id": "fc38f53b-5fef-4ba6-a9f1-ea3157a9042c", "create_time": "2023-07-26T08:20:04.668089", "lists": [ "fc54c78a-6b99-4fd6-9d88-fdbe84367d7a", "de388d5f-5387-4851-a791-81e670a54ef0", "83678434-7844-4f7c-9496-b02a1646cdcb" ], "avatar": "https://perry-stuart.com/", "event_id": "7b6840fc-953e-46ae-9d42-598dfd97041a", "user_data": "gcain" } }, { "similarity": 0.818592813831418, "face": { "face_id": "2a1daf4f-764f-4d39-9f23-06bdf31656b6", "external_id": "aquLXxbvGJLFHIbRChKO", "attribute_id": "a367875d-d4f2-4412-a11c-c2c5eacc65d2", "create_time": "2016-09-09T18:32:03.402388", "lists": [ "4332cb60-0118-42fe-b417-8b159255797d", "86221a80-6111-47b0-8ad8-c77a6252f796", "e0695d49-7b96-4d1b-bd16-6dd3fc17f74a" ], "avatar": "https://www.hernandez.com/", "event_id": "35412be1-3a63-42bb-8d7e-ae39028c9c71", "user_data": "oscarstephenson" } }, { "similarity": 0.914071313658359, "face": { "face_id": "19af997b-b19a-45e9-8aaa-8dc3e135edc5", "external_id": "oUlhyRLYtfbSKZpqvHqK", "attribute_id": "57b02972-9281-49e5-99bc-d7a569be31bb", "create_time": "1980-03-20T02:40:21.301209", "lists": [ "ba7a20b4-2fcd-4e49-9ef7-c2fc38728049", "0120cdb2-b6ff-4b9c-b220-b5b27268d516", "4e25b573-058a-4595-8a39-a30c01f48b95" ], "avatar": "https://www.williams-evans.org/", "event_id": "35540a5e-b382-459f-80a6-de6bac94813b", "user_data": "russellnicholas" } } ], "list_info": { "list_id": "bf648673-083c-4829-80e6-72f7536011fc", "user_data": "347 Roberta Mountains" } }, { "candidates": [ { "similarity": 0.710971151032635, "face": { "face_id": "5e0e49e3-8184-47ce-8c17-215c1b3f6d60", "external_id": "BRxUUYJGKkRZtXBOIEFw", "attribute_id": "2fad0100-c6f7-4848-8576-a02c447c5286", "create_time": "2015-03-26T20:31:26.463861", "lists": [ "6e1b7e24-5978-4f86-a485-74a4a1c224cf", "03c22545-8d12-4af5-a801-939b2ed629fa", "6de26193-9f80-41e4-88ae-d9c28566a9ab" ], "avatar": "http://www.miller.com/", "event_id": "bc80491f-f4b3-4c2d-bc55-b4944c4c5030", "user_data": "rachel43" } }, { "similarity": 0.770007914409403, "face": { "face_id": "63f2c60c-0ed5-4e0d-a454-726a762ab127", "external_id": "vQwpszhiprEKWyysmPvG", "attribute_id": "f7fdc94e-d0b4-4632-ba8f-8cf232aa2ee6", "create_time": "2014-05-18T00:05:37.197955", "lists": [ "dbf42a48-8a8d-4734-992a-3e65e3ab895e", "baeeff84-f1ef-494d-b7c4-14d0961f3259", "3f0acfa1-52bc-4b73-9f4c-244dcaddeae5" ], "avatar": "http://jennings.com/", "event_id": "596b8303-ffeb-4353-b2b6-ecbd39099b23", "user_data": "palmermegan" } }, { "similarity": 0.355581643466731, "face": { "face_id": "dae7712c-e417-498a-9359-81b6a553ac2c", "external_id": "vEBiyayvWdIuIvjfCsMW", "attribute_id": "5cea15f9-79d5-47f8-9b9c-e0b2622f9851", "create_time": "2024-01-18T16:44:38.075910", "lists": [ "36aa6ba2-4fb5-40aa-9e1d-05dc1dc10ee1", "1f0c8317-1b6c-4fe6-8a5c-a0ff92254e3e", "15f569b5-40a9-4dd6-a159-c9df96baf329" ], "avatar": "https://www.peterson.com/", "event_id": "28d3d172-aa49-4d4f-91d1-626a6a2cc261", "user_data": "mike07" } } ], "list_info": { "list_id": "dbe20d01-0822-43b2-8453-9603ac0b6f58", "user_data": "743 Manning Tunnel" } } ], "url": "https://stokes.com/", "face": { "face_id": "9164b0a3-f59f-4987-9a7b-e052eda377b8", "external_id": "yMtuZuxbmYPjtOirEkuq", "attribute_id": "402c5a54-44a3-46bb-946f-06b4cd0c0901", "create_time": "1975-06-07T09:05:43.739851", "lists": [ "d828937b-cbe6-48ff-956f-856e3782f5c1", "7b06cb70-707c-4ffd-a066-2ed605b7c567", "5d9ed525-6f86-4ffe-ae30-01b8188fa50e" ], "avatar": "https://www.reyes.org/", "event_id": "055401ff-aac6-4d80-b959-421669c80d94", "user_data": "ocole" }, "detections": [ { "filename": "HkJdqSOVbhMginzKpFgu", "sample": { "url": "https://dickson.com/", "sample_id": "1585c509-6743-4904-9b46-a56c9b276fa4", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.40592990778496, "dark": 0.757615272375733, "saturation": 0.914776634194741, "blurriness": 0.46508591834674 }, "rect": { "height": 1108, "width": 485, "x": 15, "y": 8184 }, "landmarks5": [ [ 5640, 1476 ], [ 8307, 166 ], [ 1837, 1380 ] ], "landmarks68": [ [ 180, 9168 ], [ 6642, 6378 ], [ 2262, 1715 ] ] } } }, { "filename": "AmaSEVYOCuaOrDkmHenO", "sample": { "url": "https://www.lopez.com/", "sample_id": "a04acbc6-1a12-4e2f-9bee-e310c9ebcf66", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.965557388206279, "dark": 0.720351674524443, "saturation": 0.166510297370471, "blurriness": 0.157845978005736 }, "rect": { "height": 2185, "width": 2593, "x": 5103, "y": 4610 }, "landmarks5": [ [ 7048, 3294 ], [ 9045, 5378 ], [ 7416, 4604 ] ], "landmarks68": [ [ 6903, 2490 ], [ 9528, 6115 ], [ 6610, 1396 ] ] } } }, { "filename": "dFnxlPJXDswrbyNwUSMS", "sample": { "url": "http://www.macias.biz/", "sample_id": "29eba493-a00e-4ac2-92e1-25bd222797ef", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.40535033699663, "dark": 0.243777505972851, "saturation": 0.859972569119477, "blurriness": 0.770613002803411 }, "rect": { "height": 6514, "width": 8936, "x": 3179, "y": 1601 }, "landmarks5": [ [ 9430, 328 ], [ 5265, 799 ], [ 7540, 2426 ] ], "landmarks68": [ [ 9409, 2943 ], [ 4584, 1476 ], [ 1297, 5412 ] ] } } } ] }, { "samples": [ "8c2afce4-6ce0-48e3-9a6f-c668327c7257", "9eb951d8-6754-4150-b856-bd44cada6b9a", 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