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": 37, "gender": 0, "ethnicities": { "estimations": { "asian": 0.184908220600715, "indian": 0.164545912106094, "caucasian": 0.302246501478583, "african": 0.145230862680162 }, "predominant_ethnicity": "african" } }
- 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.perry-mcmillan.com/", "attribute_id": "0358bca3-0d17-4ab8-b06d-f8c063d7c6f8", "score": 0.719735001266822, "basic_attributes": { "age": 44, "gender": 1, "ethnicities": { "estimations": { "asian": 0.602039846191654, "indian": 0.527470530326234, "caucasian": 0.511048753426032, "african": 0.667619562666666 }, "predominant_ethnicity": "asian" } }, "samples": [ "b8027f7a-0466-45f3-ba9a-7f1435444f6b", "473d00bf-3b41-49a7-8508-058ea4efb114", "f5cf965a-0f0b-4ff8-8c89-b59cf22c1ca4" ] }
- 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": "75ebe296-1f4e-4dae-a961-34d915999920", "external_id": "mKOPynePvNyUojJJRwrE", "attribute_id": "cc505b45-755c-4021-b765-195cceb260c8", "create_time": "2011-11-03T12:47:21.284394", "lists": [ "439bd6b0-ee31-4550-a626-f4c7db77ea2a", "dec214ec-fb75-42e7-899e-959974eb492c", "fd28e126-85e4-4af5-a12f-bfd729772884" ], "avatar": "http://www.walters-mitchell.com/", "event_id": "31622340-fe0c-4dc5-a8f5-d621d07b7817", "user_data": "teresahines" }
- 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": "bf0812d4-7b8f-4d4d-8708-a5cb7d0543c0", "user_data": "6810 Carla Meadow Suite 811" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.347139463936136, "face": { "face_id": "5249b0d0-cde3-48a2-8856-bf020523de4e", "external_id": "GHcVQRvZxhTzUNOhrUvI", "attribute_id": "4c0f5408-6409-4402-95ac-1f7ae571f633", "create_time": "2010-03-19T13:51:59.782744", "lists": [ "495d0bc0-27ed-4077-b8af-124d14b1eecf", "ac8ae7d3-ac6b-4bc8-ab2c-ae47e5862973", "07895a37-8355-40ee-8078-f031d63eabe4" ], "avatar": "https://fischer.com/", "event_id": "42dfa09d-6391-409e-87a4-45950cae727a", "user_data": "rthomas" } }
- 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": 0.716129954765299, "face": { "face_id": "c819d8d0-6121-46c8-9735-a41d1f42afcc", "external_id": "YjXwMAsqmgbUqbxJsLJx", "attribute_id": "4fd810e9-5d5b-400e-a1d9-b23711c079f8", "create_time": "1986-01-15T13:13:43.013074", "lists": [ "e5bfd2c6-0767-48c6-b87c-149af3053dad", "804d8c08-fe0c-4c3d-9676-fd9fc6d1cc70", "3c2ee993-f463-4fba-8678-55d6583a9cb6" ], "avatar": "https://www.baker.net/", "event_id": "3892f87e-616f-4350-9952-6931d31ff526", "user_data": "steelekristine" } }, { "similarity": 0.614727370325972, "face": { "face_id": "630f3b06-a26d-4853-b8a0-5a2d3b45f59b", "external_id": "PABQQLTiezDHnbFpPlfF", "attribute_id": "d15e4272-713c-4364-9991-da914a982ec3", "create_time": "2001-05-25T22:17:40.613805", "lists": [ "22174cbe-1b5f-4895-aa7d-a45a3ad13b58", "f2007673-8de6-4ac2-a287-70e435de7750", "4ba4b838-f2f0-43fa-89ef-ed1f0f4b9ebb" ], "avatar": "http://www.miller.com/", "event_id": "84420dc0-f63a-4c77-9fce-1d8d21bee7f3", "user_data": "nicholaswang" } }, { "similarity": 0.390708710526908, "face": { "face_id": "ca857dd4-a8a9-4382-aef1-67c89f66bbb1", "external_id": "ZxlnXICEeLOjrwjUvkwo", "attribute_id": "bd63291f-879b-4206-803e-e3a7d2113c47", "create_time": "1997-08-23T17:54:06.196213", "lists": [ "38acd9fb-3a4c-4177-be6c-3cfb2d63a9bd", "025caf09-5fe4-4807-bd33-c98de6d9a28c", "1a6397f5-3c83-43a0-8dfb-035e84d9b325" ], "avatar": "https://www.francis.com/", "event_id": "a4a13ec0-6737-4aba-a328-851a48e29cad", "user_data": "markedwards" } } ], "list_info": { "list_id": "cd6c85e6-a615-4334-a697-21b964e453f9", "user_data": "777 Nixon Prairie" } }
- 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": "da45056c-db2d-44fd-8089-4e11d02d002c", "Luna-Request-Id": "CUPlcVytayouiTzUCSGM", "events": [ { "samples": [ "70b11a99-f07b-4873-9512-fe67aa02e607", "a9367000-4584-42e5-8cd3-d689352361ea", "43dca8c2-5841-4f90-a027-4a3c921de612" ], "attributes": { "url": "http://www.strong.info/", "attribute_id": "2019a724-3dc5-4870-84b4-8f93b2b02b42", "score": 0.738528640750899, "basic_attributes": { "age": 64, "gender": 0, "ethnicities": { "estimations": { "asian": 0.797391482993346, "indian": 0.519634795999891, "caucasian": 0.702837453705525, "african": 0.155709438046124 }, "predominant_ethnicity": "indian" } }, "samples": [ "2533a3cf-f122-4c10-898b-b6d5aafdc1f4", "d9a4bf58-cbd9-45ad-958b-14b99326a087", "9972ea4a-2ef6-4e49-bd35-eee81195e9f7" ] }, "source": "88401 Rodriguez Ford", "tags": [ "OKUjrBfJGvtGeHHEjxhD", "mOoSNnpRIIrQekQbYdvo", "LYwmVieZfHALophqKbyh" ], "event_id": "50639e81-4399-4d94-8782-e2029fd2b079", "match": [ { "candidates": [ { "similarity": 0.678088776319593, "face": { "face_id": "7fdff5be-3a2f-4013-9b9f-86e6766c542f", "external_id": "YuHbujlcJwMGDEcuNJwA", "attribute_id": "f9ba709a-af07-4ae6-96de-99487ab1a8f7", "create_time": "2022-11-21T11:15:56.935046", "lists": [ "4bbb7eee-5f98-4b0d-9f0d-518a66f8fc3e", "1d015705-3479-4920-8152-8b67dcd05148", "167e895f-6fc5-40fc-b387-a940fa5d0fdf" ], "avatar": "https://lowe.net/", "event_id": "9887e62d-4c82-4eed-82c1-eb962cb92c3e", "user_data": "kelleyvanessa" } }, { "similarity": 0.358516826144725, "face": { "face_id": "32f0adee-4d32-44f6-9a3c-23bdfa41ba6d", "external_id": "yAuWyEHKKLipchrfqbXq", "attribute_id": "5bbf527e-7702-464d-8148-d50f44d481ae", "create_time": "1999-08-27T18:53:56.389621", "lists": [ "37711146-9ef5-4ed7-9f4c-b477f602de53", "63490ce0-e525-4b2f-b768-c452c4361691", "8c43c2a2-3e9a-4c4d-b2e1-20d2cb648300" ], "avatar": "http://www.turner.biz/", "event_id": "dba8c2e5-3a32-4c53-8e11-9b0f24b67404", "user_data": "kirkmonica" } }, { "similarity": 0.683811147652243, "face": { "face_id": "e470f699-e02a-4acf-8b3b-7315544806a3", "external_id": "dRNkBQnYGPBLPuIXMeEJ", "attribute_id": "8b0c4710-fbcf-4dcd-9835-18559a989949", "create_time": "1991-12-01T08:52:30.493670", "lists": [ "201ec8e4-474e-41f1-bb45-1870777ac0e7", "2f973e98-336b-4c3d-b885-b9ce4ccb06e0", "d980fb5b-f78e-4083-9797-80aa22961287" ], "avatar": "http://hayes-sanford.com/", "event_id": "38616fcf-332a-479e-8b03-4aaaba66a6f1", "user_data": "qfuller" } } ], "list_info": { "list_id": "5c650b81-0aac-4876-9960-3a6711c92293", "user_data": "14298 Lisa Key" } }, { "candidates": [ { "similarity": 0.849426736757655, "face": { "face_id": "364a930d-6201-487b-abab-122a8e64a519", "external_id": "MrQFECmvcdqUnuOQliVN", "attribute_id": "aa5d346c-93f6-48c6-8e7e-d314b0f67abd", "create_time": "2016-09-29T19:44:58.052891", "lists": [ "8e32732b-7c46-46bf-9de3-f7bb5566b186", "94e67091-e3f9-4da9-a286-65d09aba8315", "bba86245-9959-4100-a7f1-9ddab45cce27" ], "avatar": "https://www.wilson.info/", "event_id": "24e1b4eb-2f93-41d2-b703-9821384c0566", "user_data": "jenkinsamanda" } }, { "similarity": 0.516073801381152, "face": { "face_id": "31e43e0b-2156-44b5-99a5-6e340b2624ac", "external_id": "SlMUOhTJWhKBzgszqDer", "attribute_id": "699fdef4-e2eb-4084-9bcc-24bd6fe95c6a", "create_time": "1977-10-23T21:35:51.005185", "lists": [ "a2a9506a-b538-4995-900a-d27751f7baf0", "22b8ba65-1ec0-41e2-8c93-c7b88b9687b0", "a23fab77-a3fc-4131-b83e-e0b8cc417555" ], "avatar": "https://bentley-marshall.net/", "event_id": "d66e8d46-43ad-4959-965e-50e6d5166dbd", "user_data": "kristina12" } }, { "similarity": 0.267574188204793, "face": { "face_id": "437cc3de-64ff-48dd-b8de-c1731a01209f", "external_id": "jpSGBxDJZMsOBfeIMNhE", "attribute_id": "188698af-6fef-4181-aea2-4e2e7975c94b", "create_time": "2016-02-22T17:38:26.721783", "lists": [ "71ddc7af-17a3-47a7-825c-037d7d8fb031", "2333f9ee-7a79-4aa4-b536-546764a94340", "a6038bdd-440e-4ff2-a696-c205bfb9ec5b" ], "avatar": "https://wright.net/", "event_id": "4eaacd1b-26a0-4028-af59-02cb41eaa020", "user_data": "abrown" } } ], "list_info": { "list_id": "597f0292-cf85-4ffb-b0c9-a9931aad20ff", "user_data": "546 Hill Ferry Suite 725" } }, { "candidates": [ { "similarity": 0.82415699781472, "face": { "face_id": "319395df-cbcc-4bad-af9b-a04044379176", "external_id": "AkMPGvyYTZeUMecPhzAc", "attribute_id": "202f8a15-1ac8-4c35-be45-64e6352d3d97", "create_time": "2006-09-08T01:59:55.217062", "lists": [ "5fbe833b-9517-4fda-b1c0-5166c4ce71ab", "61d66be5-a0e5-4385-acfc-1e4a880f2c3f", "1725d88a-9dae-4c18-b36a-878749754fc0" ], "avatar": "http://www.lee.com/", "event_id": "f62ce871-5e84-4988-8321-2d500f7c6ef5", "user_data": "thompsonashley" } }, { "similarity": 0.36213659605378, "face": { "face_id": "f2744ebc-5def-4129-8201-036fc261ee9e", "external_id": "rMdWZRlzalgpPjLQhKhq", "attribute_id": "5cb03749-f8da-4bff-928b-82f7d1998a8b", "create_time": "1981-10-25T21:39:27.096579", "lists": [ "9fc53ff9-97de-4189-ad38-37dbd368bbba", "e4b9864f-b83a-4c00-9bf0-1dd213aeb0f5", "3b1399aa-a055-460a-bc54-0cd3d928a4da" ], "avatar": "http://www.jordan-barnes.com/", "event_id": "705eab3a-5e04-45e4-a0ad-3f50c87a83fa", "user_data": "ana03" } }, { "similarity": 0.53587452285324, "face": { "face_id": "c9c48bca-e7d4-4bcb-a21b-e3c2fbddd634", "external_id": "ncBvFbmcJrZmCrCdYyNN", "attribute_id": "84f179b2-58e3-4463-9525-e19d334f675f", "create_time": "1988-02-24T16:57:30.249027", "lists": [ "c0e382d5-95d6-48a4-b481-31276d557834", "0e909a0b-c2f2-406d-8314-b63c7c010e1f", "c24e3924-1270-46c3-94e5-cbc45d1c0f4f" ], "avatar": "https://www.johnson-garcia.com/", "event_id": "0c7f3594-5abe-4ca4-8cc5-49757d3dcf67", "user_data": "salasscott" } } ], "list_info": { "list_id": "0cc53fe3-7959-4719-9638-171d13c87062", "user_data": "399 Brewer Landing" } } ], "url": "http://www.scott.com/", "face": { "face_id": "07ce3d78-284d-423d-b914-26ed7959ad29", "external_id": "BnLSoBMzYVqdHAgDJhwy", "attribute_id": "3eedcc4e-e840-4ac7-bd71-4dacd7c718ce", "create_time": "1988-06-06T11:44:48.940668", "lists": [ "263e72cb-06e9-476d-b116-2f4b19b46b23", "980eda27-fa79-4693-80c9-c959a50c8a11", "c45deba6-06a0-42c5-ab35-20d90c066a4d" ], "avatar": "https://www.carter.com/", "event_id": "b398c2b0-93df-42b0-ae5f-f0e0a1f703f9", "user_data": "mark24" }, "detections": [ { "filename": "cBDOMpcYoTjHSBVUaDuc", "sample": { "url": "https://wilson.com/", "sample_id": "15ff8e97-7a24-453e-8d29-4b44be90c467", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.794337405373749, "dark": 0.429134893870268, "saturation": 0.901187509781065, "blurriness": 0.584181846094978 }, "rect": { "height": 3801, "width": 5529, "x": 725, "y": 6175 }, "landmarks5": [ [ 1630, 3904 ], [ 7244, 4341 ], [ 7391, 5454 ] ], "landmarks68": [ [ 6316, 782 ], [ 7809, 1704 ], [ 6243, 2733 ] ] } } }, { "filename": "jpUvPOXEMuHVkfeXqPcj", "sample": { "url": "https://reed.com/", "sample_id": "f46b9049-f44d-42eb-a3e3-3d290e198e63", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.725107317805597, "dark": 0.593158439195583, "saturation": 0.347947047627768, "blurriness": 0.7883904084161 }, "rect": { "height": 4938, "width": 122, "x": 8298, "y": 8512 }, "landmarks5": [ [ 1021, 6037 ], [ 8358, 6726 ], [ 2417, 2571 ] ], "landmarks68": [ [ 9706, 3784 ], [ 415, 3217 ], [ 4253, 8960 ] ] } } }, { "filename": "xdPKJrBgzwbcXtPxgUTM", "sample": { "url": "http://willis.biz/", "sample_id": "a0cd121d-0330-4d34-8e0a-72e2338ea5c4", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.908695664842952, "dark": 0.692736403738521, "saturation": 0.551028561534902, "blurriness": 0.242058575998082 }, "rect": { "height": 4508, "width": 2661, "x": 7633, "y": 1512 }, "landmarks5": [ [ 5828, 5674 ], [ 1884, 1842 ], [ 774, 4913 ] ], "landmarks68": [ [ 671, 6782 ], [ 8095, 4352 ], [ 1866, 1204 ] ] } } } ] }, { "samples": [ "d736c97d-8ea5-4253-9527-c6611a291e93", "ec6e0d5a-78d9-477a-8ce4-3f4708b35499", 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