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": 21, "gender": 1, "ethnicities": { "estimations": { "asian": 0.219151458325338, "indian": 0.148887653080715, "caucasian": 0.833190853789089, "african": 0.35732880289709 }, "predominant_ethnicity": "asian" } }
- 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://harris.com/", "attribute_id": "b1331e78-250b-4f62-b45c-ad2a477a624c", "score": 0.620597585117475, "basic_attributes": { "age": 54, "gender": 1, "ethnicities": { "estimations": { "asian": 0.366533666101687, "indian": 0.964703767485313, "caucasian": 0.20523565318679, "african": 0.886175821280472 }, "predominant_ethnicity": "asian" } }, "samples": [ "d003c06c-d371-4861-b92c-7a4308bc42ac", "c721a609-a527-4028-8515-47ef0383e6a7", "9e49ffc2-ea78-4803-935e-d7c1e1f36622" ] }
- 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": "62630c14-deda-4176-b5e1-1c79b6e019f0", "external_id": "TuAjJoNnXNkvjKHYfZem", "attribute_id": "2714d240-8040-4eff-8bdb-ca8d2dbfd323", "create_time": "2011-06-14T22:39:27.911344", "lists": [ "350a3d15-c43c-4fe4-a874-c8cd3a179e91", "e3a7d8eb-bdba-422a-990c-86008302f01f", "fb3d7d77-be21-427b-964d-fb5b77b05838" ], "avatar": "http://rogers.net/", "event_id": "a110bbff-f2a2-4166-9e77-c075edea646a", "user_data": "brittanythomas" }
- 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": "b14e76b5-1f95-4d94-9dba-454def4f85af", "user_data": "8240 Nichole Branch" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.231026065077376, "face": { "face_id": "d108f43e-e205-40d9-8bcf-5ded413b599f", "external_id": "grfNrbAamVfZKYSnOjVW", "attribute_id": "a202a1df-85b9-4ecc-a1bf-acf4a021feab", "create_time": "2022-12-05T23:33:00.394584", "lists": [ "dceac1a6-8b90-4601-b517-faa0cee33c8c", "200adcd4-51fc-4898-926a-94fb778d2fd9", "23272f22-b2ea-499f-bb8c-27689011fb99" ], "avatar": "http://www.aguirre.org/", "event_id": "f27e82bf-bf64-4bfe-8961-efb208b4ac70", "user_data": "nathanfreeman" } }
- 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": 0.183388296898307, "face": { "face_id": "6305772d-a357-4bbd-83b2-fc105fa1e3df", "external_id": "mfqsoEqTfdkyIgOUVkdG", "attribute_id": "4a905642-1336-439d-bb25-1f1ab483501b", "create_time": "2021-07-26T09:41:21.153084", "lists": [ "6646f032-ed4f-4d41-a331-dd2ba8b54fd2", "0c3af6a4-785c-4269-9078-a668731df4e3", "ba068dcf-c237-4cdb-8e38-3a227f54fdde" ], "avatar": "https://www.cooper.org/", "event_id": "db2a2ff2-92ac-43ff-9018-51488c4f5d0a", "user_data": "swilkerson" } }, { "similarity": 0.950545831324821, "face": { "face_id": "55da465d-5a86-4cc6-9d95-33b260213d9f", "external_id": "PMEEhqSNvrXwLMKOZGeX", "attribute_id": "64fcaed9-c565-441b-8acf-34978e8c984d", "create_time": "1989-10-03T08:49:53.668334", "lists": [ "3d746b7c-6e0a-4704-89a6-0a3eea94d854", "fbbaca9f-5cb6-4f3e-9bf6-bc698c4c90a2", "f4589114-e2d5-45f5-8602-43f22000cdad" ], "avatar": "https://butler-kelley.com/", "event_id": "85c187f4-241e-438d-bdcd-d9c1b59bbfaa", "user_data": "christine54" } }, { "similarity": 0.415874641066084, "face": { "face_id": "f31ae485-e76d-466d-89fa-5a0b8e9176df", "external_id": "uAeKegcYBadkcwPgjNzC", "attribute_id": "06694a36-0110-435e-9529-56c03ded144b", "create_time": "1992-07-07T13:55:51.081593", "lists": [ "c002a97c-3580-451a-a151-612a65981816", "7a6834c8-9f6c-43f2-8763-0d8c3698da9a", "5267dc30-d66b-4f39-a45c-a9f70fde851e" ], "avatar": "https://kirk.com/", "event_id": "3a42a55f-8858-40af-8ebe-defc129eb78b", "user_data": "ashley48" } } ], "list_info": { "list_id": "3a144a00-4a95-424a-980c-995a5c7f6790", "user_data": "05583 Madeline Crest Suite 486" } }
- 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": "810e7fd0-9029-4bbe-9b3f-ae952a01f88b", "Luna-Request-Id": "pPOkktOPMUgdQGqfwPGn", "events": [ { "samples": [ "7876cd79-5945-488d-8222-e68b6e6fc92b", "904d9019-7767-4bcf-8b2e-20d2ed079471", "783669b0-d1b9-4657-add2-3cc4624f9221" ], "attributes": { "url": "http://www.chapman.com/", "attribute_id": "f806bedb-5003-4adc-ae06-2994ac932320", "score": 0.939808507511134, "basic_attributes": { "age": 66, "gender": 0, "ethnicities": { "estimations": { "asian": 0.943422694340212, "indian": 0.605303648221535, "caucasian": 0.3111046551271, "african": 0.25081962577503 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "1e58e6cc-47bc-498d-b37d-43049397dc3b", "7a5f4dfc-31d6-4a66-9976-ac04fa14d810", "6d9ba37c-170d-4854-b38a-4b600cc68275" ] }, "source": "638 Jenna Spur", "tags": [ "dWHezHhuGQXUHayjTTAF", "ABikQXaXOjFwngzwYZqk", "rQaOciuoHJOBpeWXAcyX" ], "event_id": "469bd960-9545-48d3-8837-acc782171254", "match": [ { "candidates": [ { "similarity": 0.379493739693684, "face": { "face_id": "91c3e8c2-0b5a-4130-ad82-45da3ea600c0", "external_id": "rwgkqgBdhuBgzknidXhB", "attribute_id": "76a6f4c2-7223-4b26-90b4-a164262fbd43", "create_time": "2022-09-28T07:59:26.219546", "lists": [ "06fdc5f9-bf68-4f65-aa1a-5781aa8d7e80", "13d120e3-4ddd-480f-899a-bfd74b1420ad", "aa064f01-b1e7-477a-98aa-46c85b5dd4c9" ], "avatar": "https://dillon.com/", "event_id": "20c7ad77-1e35-4deb-80d9-8a3a627cfb81", "user_data": "maycarmen" } }, { "similarity": 0.789861280339001, "face": { "face_id": "096fdbd8-7be8-4df7-abba-1525a38d8a39", "external_id": "zKbmsFWoBvCQFXzIlxQD", "attribute_id": "d9069129-7ca2-4265-8d21-a6893983824b", "create_time": "2016-11-15T10:31:19.597256", "lists": [ "16d0246f-3fc7-41cc-a513-8b1ccf7b7290", "c8dab836-89d5-4857-84ea-51bedd717fa6", "4f64cb8c-4e11-44d4-bdb7-1177a4b149b7" ], "avatar": "https://welch-flores.org/", "event_id": "4109cf7e-cb3d-4e6e-81cc-1cd31424ea77", "user_data": "craig29" } }, { "similarity": 0.241789674092994, "face": { "face_id": "ecc765b5-6f46-4782-9da9-d32989f30737", "external_id": "GOGhbGZEmGUOjYJTKoTl", "attribute_id": "0ab329b2-ab1f-4520-89ed-a29e5407577c", "create_time": "2023-01-25T12:24:49.108992", "lists": [ "c0083bd3-9db7-4af7-916a-8911c0ecdefa", "a450e08e-4935-4c10-95e1-b152200d2919", "684800ca-e67b-4d77-a3eb-fed84522ed4f" ], "avatar": "http://www.park-atkinson.com/", "event_id": "35d98cae-bd43-4ad1-9814-3ad93a638b2a", "user_data": "wsmith" } } ], "list_info": { "list_id": "4f672274-0743-4c86-a8b6-3d6795e4f2e6", "user_data": "74984 Emily Crescent" } }, { "candidates": [ { "similarity": 0.82893477581233, "face": { "face_id": "8ddec367-2c20-4d90-b3d0-aaf239b1c54a", "external_id": "FBeIfcUvQqKZkUtCgLoy", "attribute_id": "7d0a0d4b-c192-41a4-9271-f73fdf185036", "create_time": "2008-07-12T18:26:32.989871", "lists": [ "86616043-97c0-4079-816d-3199b2702694", "d2265d0a-c135-4a5c-96cd-174bc167002a", "73541c60-23d1-4ea8-80bb-9e246017f5fb" ], "avatar": "https://stanley-mendez.com/", "event_id": "a9f8a933-704b-43e2-8e94-aeb7753581c6", "user_data": "jennifercoleman" } }, { "similarity": 0.362695608187052, "face": { "face_id": "58660183-fa53-42ce-ac82-779703cb9765", "external_id": "ptKORhPIxmyEIcbotndm", "attribute_id": "11ec7423-9eb4-4469-a17f-a5c1eb285b98", "create_time": "1997-04-06T20:58:57.796355", "lists": [ "a2df9df1-cdb4-4f8b-b75b-5e8b172824f4", "7ac29e76-1b49-40e1-8322-27c785307ec4", "e8db5a14-906d-4e6b-b37c-f82db5ad3899" ], "avatar": "http://hancock-anderson.org/", "event_id": "6cbe8804-2e0f-4235-b34d-7d9b727b7229", "user_data": "justincarter" } }, { "similarity": 0.240627613006444, "face": { "face_id": "60f7bc23-8f62-41d1-8fbc-7c4630eebb99", "external_id": "QSzKoZNVbJPyfcjNUzrh", "attribute_id": "10f101f3-29f5-4abe-8d41-f915b3ccb2b1", "create_time": "2002-01-07T20:53:19.002037", "lists": [ "8798e5ad-39f4-437f-b23c-c423b67ef89e", "f6f070be-a586-4e0f-92a8-c47746587241", "1b148a70-f327-4ff9-9bbb-fd76e998d5b4" ], "avatar": "http://vance.com/", "event_id": "e67b4db2-9144-42ce-91ad-fe07cc3393ad", "user_data": "bonnie31" } } ], "list_info": { "list_id": "5a204e47-c407-4a46-af06-3dedf00abcdf", "user_data": "827 Natalie Islands" } }, { "candidates": [ { "similarity": 0.739361220677044, "face": { "face_id": "51dd8d6b-2529-4cc7-8b62-2ffce6d7c4e1", "external_id": "quGpULjMiYoFICRkEcLh", "attribute_id": "5150fed7-d53c-41b0-98b4-5deddeb4d832", "create_time": "1989-05-01T08:57:22.629757", "lists": [ "9364d477-4433-4a41-8407-f0a0d7955772", "09074273-5dad-4c3e-b834-426bdeedc133", "c5cc368f-f882-429d-80ad-abb31bc8978a" ], "avatar": "http://hoffman.com/", "event_id": "247ab84b-1147-4fa4-a6b3-c1bf924e21b5", "user_data": "michael23" } }, { "similarity": 0.408213621492459, "face": { "face_id": "7d93557e-f64b-4f2d-a4fd-a4bc20aa2f6d", "external_id": "PQQlQnLMHRRbFrFUjqWW", "attribute_id": "a5021b31-b90f-412e-9efe-0bdf46b40898", "create_time": "1985-11-20T08:17:04.756835", "lists": [ "c862a244-8b57-4910-8251-c40c6a3a2612", "7e5fb2d8-ec00-4b05-95fb-081afc0ba5b2", "fb580323-6091-4bb9-b3f0-11fa713d1ae2" ], "avatar": "http://mccarthy.biz/", "event_id": "94d038c1-8ef5-4a0b-bd51-95c2c2f17dc5", "user_data": "nicholas44" } }, { "similarity": 0.137135740548905, "face": { "face_id": "8b775a97-55f6-4b1f-bac1-7e3420154bce", "external_id": "snGxUJDqXKqmlrZjbxAC", "attribute_id": "d0c08e6e-0158-4f52-94f9-eb0d7409fb9a", "create_time": "2001-03-03T00:38:46.393896", "lists": [ "d795a7d7-7855-4d2e-b339-a0a328af8aec", "91e3f4a2-d103-4aa9-9224-f67d2f90a655", "da9ee106-958d-4337-9286-d174a6fddbff" ], "avatar": "http://www.zavala.net/", "event_id": "92b54374-bcdc-436a-97ba-918ec33afda1", "user_data": "ukelly" } } ], "list_info": { "list_id": "236b5235-051d-4a5d-9b4e-298a3ef64c04", "user_data": "110 Rhonda Field Apt. 208" } } ], "url": "https://smith.com/", "face": { "face_id": "68a2b2a7-2344-4861-aad8-ed0bec6cb50a", "external_id": "krPbVokEeqRCdhTQDgRU", "attribute_id": "2b440cb8-9c1d-4b2c-9543-b99dc6fd5f4a", "create_time": "1997-08-11T03:40:02.814754", "lists": [ "59ea77bb-4ae4-4c8f-90b2-bb11697992b1", "cbb27744-2dc5-4913-991f-b4b2d716fc62", "1307a9aa-1e1e-4d56-9b4d-650ce82f9f9d" ], "avatar": "http://holden-burns.net/", "event_id": "c4ad448b-de77-4968-9dce-2c4ac758eac8", "user_data": "ibailey" }, "detections": [ { "filename": "uZnHwrvqlSsItcoDkAey", "sample": { "url": "http://foley-stephens.org/", "sample_id": "84f1ed2c-63fd-41db-8e84-a4c41b5fbe13", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.878124031122363, "dark": 0.419175540585429, "saturation": 0.412790910245927, "blurriness": 0.169888266894846 }, "rect": { "height": 3801, "width": 269, "x": 953, "y": 9336 }, "landmarks5": [ [ 9706, 2062 ], [ 3615, 9954 ], [ 7973, 5224 ] ], "landmarks68": [ [ 5086, 9979 ], [ 7784, 6071 ], [ 2945, 5093 ] ] } } }, { "filename": "zmFbreJmRqXAUSNSAgge", "sample": { "url": "https://www.moore.com/", "sample_id": "a34e2e62-1d52-4ac8-bb1f-56d92862d97f", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.110999729101645, "dark": 0.16638656720265, "saturation": 0.139614487148057, "blurriness": 0.7448045588909 }, "rect": { "height": 4175, "width": 2061, "x": 5322, "y": 894 }, "landmarks5": [ [ 4709, 8732 ], [ 3657, 3415 ], [ 6450, 3733 ] ], "landmarks68": [ [ 4746, 8056 ], [ 6848, 7190 ], [ 113, 4297 ] ] } } }, { "filename": "rWtbUCeeJisDhBUBAwyJ", "sample": { "url": "http://turner.com/", "sample_id": "9147bd18-25b3-4790-b790-6c9435b6d901", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.833643046412288, "dark": 0.231687310295178, "saturation": 0.86087315162954, "blurriness": 0.893486523742862 }, "rect": { "height": 3711, "width": 5153, "x": 4997, "y": 7387 }, "landmarks5": [ [ 4135, 2891 ], [ 9932, 258 ], [ 5901, 7606 ] ], "landmarks68": [ [ 1246, 7904 ], [ 2976, 5301 ], [ 6569, 609 ] ] } } } ] }, { "samples": [ "c65b0ea9-71dd-46fa-a73f-9090be2aa425", "4ebc4d9e-edbb-4e11-ac67-ef93cdbe227d", 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