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": 72, "gender": 1, "ethnicities": { "estimations": { "asian": 0.292544681597792, "indian": 0.262497645201107, "caucasian": 0.876048298479228, "african": 0.823924655616593 }, "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://gallagher.com/", "attribute_id": "ce5e94bb-c347-4d9b-9a50-52b9b290c129", "score": 0.58945342721083, "basic_attributes": { "age": 70, "gender": 0, "ethnicities": { "estimations": { "asian": 0.482368102693685, "indian": 0.52349449049622, "caucasian": 0.259727268884952, "african": 0.219899707062289 }, "predominant_ethnicity": "asian" } }, "samples": [ "81624aed-589d-4d53-9fe8-c8b7c5e70722", "6c5f52d2-d749-423f-b0ad-73c7d8a83167", "706dbe62-edf5-4595-90d1-cc1eee0459f9" ] }
- 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": "8e36f070-d8c4-4d89-a2cd-17b953e0bd65", "external_id": "NwbdhqvyjwfosmyKWRmy", "attribute_id": "d35f0357-eed0-46f6-9bb9-5378f7b36a15", "create_time": "2003-07-11T00:47:31", "lists": [ "944655f5-6dcb-4b1d-8522-76f4bef1d976", "4444f9e5-093d-4f3f-a495-ba86ba1ef9ae", "2e1d073b-08d7-4304-8ac7-b9750e3fcf3e" ], "avatar": "https://www.delgado.net/", "event_id": "fae7748f-779e-48e3-b4ec-818e61b9d4ad", "user_data": "qbryan" }
- 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": "81491173-2e10-4136-ad07-39ac3e3055ad", "user_data": "615 Margaret Divide Apt. 259" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.761703040862675, "face": { "face_id": "91c78a49-ad83-4b98-aa68-039b0feabdd1", "external_id": "TOnVdHVgNEZfeiIyjBAg", "attribute_id": "03036ae2-242d-4a77-82e2-e2e0f99216db", "create_time": "1997-06-19T23:41:50", "lists": [ "e7a50479-10eb-4b8b-bce5-9dd0c6c83612", "44c85278-c8a5-4fba-8910-37f222b57b12", "589ffc96-1ea2-4b69-8adb-7a9c2f3959b3" ], "avatar": "https://williams.org/", "event_id": "4d058546-3a24-4565-bba4-95c81ac75404", "user_data": "david88" } }
- 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": 0.23120182842632, "face": { "face_id": "d61ac5eb-a3ca-4217-8af6-c1853fa9cfb9", "external_id": "SjSMxVaErpkuWdknhZEA", "attribute_id": "7ac372be-7439-40d8-b0b6-f9a16fc90940", "create_time": "2013-03-07T18:46:42", "lists": [ "c80c0ed8-5829-47b2-b306-97bd3cdafd33", "7fb5cefe-86f9-41b8-994d-44aad42c5a42", "8863d014-61b4-4260-874e-1b7c939103d0" ], "avatar": "https://www.parker.com/", "event_id": "ef81b625-e6d2-4c0f-8fdf-4c81a4c15b29", "user_data": "marissascott" } }, { "similarity": 0.223821558393927, "face": { "face_id": "0d3a914f-038e-4c3f-a0a1-bad311ec8cf9", "external_id": "jNLrNeeyYUtLSqEFQEYp", "attribute_id": "d44b3759-8375-4dca-aa17-a13a40454ecd", "create_time": "1991-11-22T05:31:58", "lists": [ "3d5f47f7-77d0-43d0-9b4e-bc2b54a92455", "441fd6bf-1957-4025-ab38-35682cf3774c", "f15cd5ea-2cef-4f0a-adc0-d55044e979e7" ], "avatar": "https://sanders.com/", "event_id": "b49d85e8-0126-4a22-8d94-cd6050034232", "user_data": "andersonrandall" } }, { "similarity": 0.542679160805156, "face": { "face_id": "8c51439e-6bd0-4c83-acdf-50c52593e658", "external_id": "CxsHarWmgivLOPeodLXZ", "attribute_id": "12be0cef-7451-4c5a-99ca-af550a60a791", "create_time": "1996-07-19T17:34:29", "lists": [ "ff9018e2-d83d-4b17-81c3-68fba4d26622", "a520c06c-8ec9-42ed-872f-e3d3fc5c1033", "465b0b1d-c7df-457f-bb97-b03b4e68ef92" ], "avatar": "https://www.martin-cox.biz/", "event_id": "ca169b1d-1165-439e-801a-cf78f48a3256", "user_data": "roger91" } } ], "list_info": { "list_id": "caf98b63-ac85-462b-a19a-05fca42797f4", "user_data": "6609 Maldonado Glens" } }
- 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": "4bd15d11-28a9-4191-bf37-e6165700d242", "Luna-Request-Id": "pwrNPeGErwUzkIClVJUx", "events": [ { "samples": [ "093d7618-96a4-48f4-b94d-a407412ab199", "c15cf7c0-a82e-427b-a197-1290b7c493f3", "abbd69cb-2d39-4e0e-ac46-c30d9f553dea" ], "attributes": { "url": "http://www.alexander.com/", "attribute_id": "2b276528-7be3-481e-85f9-2903693b65e3", "score": 0.615423898182916, "basic_attributes": { "age": 22, "gender": 1, "ethnicities": { "estimations": { "asian": 0.82600357027799, "indian": 0.985768074803022, "caucasian": 0.938012610387949, "african": 0.127251236748181 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "2af06f98-b73c-437d-812e-34576d1b6d40", "fd23e6b5-ff46-4c05-826c-7a6081a84414", "214d9e68-379c-4dc4-ae9c-c480eb2cfee1" ] }, "source": "840 Robert Inlet", "tags": [ "dKvGIANmyTASrIxuSiNR", "tWGIhIONMWqUDQmHCjrx", "nXyASGwUcPpIEYPzSBxZ" ], "event_id": "2848aa32-a378-4c0d-bac9-cc3b954218ff", "match": [ { "candidates": [ { "similarity": 0.64658080400109, "face": { "face_id": "a4033991-2893-4219-9ae1-15fa1fad2e12", "external_id": "qGhNwzRTooSQJPMgrpTy", "attribute_id": "3067eb69-4150-4262-98d8-3597133f9e3d", "create_time": "2005-11-18T07:40:26", "lists": [ "a1b4d4a3-635d-40f0-909e-d9020b2b5540", "a5ab08ca-717d-4bf3-980a-3fc09d788a45", "52e81e6f-6dd0-40a1-bcc5-84dd6e1234ed" ], "avatar": "http://www.rhodes.com/", "event_id": "4d56d915-92cd-4c5a-b0c7-d7047acab814", "user_data": "carolyn27" } }, { "similarity": 0.605520876007344, "face": { "face_id": "9592d5fa-eebc-495c-b4b8-4e468e0dd217", "external_id": "bxXEDDdAyuJmeMoaGtnE", "attribute_id": "c5a0c8f7-fcfb-4505-b089-18b7ded32eed", "create_time": "1971-08-24T19:57:15", "lists": [ "4e051b4e-9727-4236-9e23-90b7ae2c00b0", "bd1bfcbc-7f13-4fe0-9f34-514977f6c39c", "00353203-ebda-4cb8-83a1-4a82a43ac9ac" ], "avatar": "https://klein.com/", "event_id": "e9ce3d48-654b-4d70-ab1a-20041e79f85f", "user_data": "ryanpark" } }, { "similarity": 0.741976207129903, "face": { "face_id": "1951d1bf-c834-43f6-bbb1-8f03990b212b", "external_id": "XiIqEvfzTEILhFRVnqPD", "attribute_id": "f68df205-151f-4d3f-9179-9515261ce92a", "create_time": "1992-12-13T14:14:11", "lists": [ "e7441aba-8395-4954-b044-c93f805824e2", "377db8fa-4089-4f59-91b3-67453cda1892", "63914752-9bb2-4b6d-a4bb-b1c37456a399" ], "avatar": "http://morgan-brooks.info/", "event_id": "63679db6-99a3-4ef7-8ffa-668ce78b027f", "user_data": "wsanders" } } ], "list_info": { "list_id": "406a6eff-763d-4c84-9137-823a6644846d", "user_data": "656 Wood Plaza Apt. 441" } }, { "candidates": [ { "similarity": 0.316827209249095, "face": { "face_id": "19e8efa6-1e27-4577-a370-f74386301c52", "external_id": "GCfxHhUWudhPSeeXwDmk", "attribute_id": "9511d1fd-669f-4705-9bdf-57c06d30dcb9", "create_time": "1976-10-12T13:33:33", "lists": [ "8c26c524-e9d3-4617-93e6-ad9209bb71a4", "39a93778-d48e-44f4-9215-14c71c289519", "5b94bc34-2dca-4c0f-8191-27076a06db63" ], "avatar": "https://smith.com/", "event_id": "c53cb64a-cc78-431a-bfa2-e7c499596648", "user_data": "dorothy17" } }, { "similarity": 0.83788307510038, "face": { "face_id": "690d14e3-f153-421d-bf31-73f2cfd79389", "external_id": "jiKlROvUvbeXeQqIXCwj", "attribute_id": "07e9b234-1607-4b5f-859f-bda6126c7bbc", "create_time": "1988-05-21T14:41:52", "lists": [ "8852c0bf-4e1e-4d40-9464-259507d0f042", "6ac1d596-0b23-402d-9c25-71cbf648187e", "4dfc8753-7882-4f27-b510-d3303aa4572a" ], "avatar": "http://reed-chavez.com/", "event_id": "e4e91e11-497d-4f4b-8606-1391b7f932a1", "user_data": "zlester" } }, { "similarity": 0.550806774390012, "face": { "face_id": "0ea2298d-db13-4d58-be4f-037552906d1d", "external_id": "kHVOXpHWEdVXmVVcZaxf", "attribute_id": "815aba3c-5556-49b8-b908-3948d0dcf45c", "create_time": "1978-06-21T00:35:20", "lists": [ "3eec3799-4776-42f8-afa7-0ee574d9c696", "b2b4d8b8-ca98-47e1-b756-f15c1cc6cca6", "35d4ab7f-af2f-4c6d-9a82-48f35d3897df" ], "avatar": "http://www.mcclure-cherry.com/", "event_id": "8be2073a-5c75-4cac-95a5-cbe153b0ca71", "user_data": "emitchell" } } ], "list_info": { "list_id": "d982f37f-bd4e-4c6d-b8ef-f360ce6d10df", "user_data": "21468 Taylor Dam" } }, { "candidates": [ { "similarity": 0.30404195596891, "face": { "face_id": "ad03ddbb-49df-4a58-bcaf-658783eda69e", "external_id": "ozuYeMEWytlzOYaNSqHx", "attribute_id": "70199309-4556-4b7b-8d1d-cf58e242c406", "create_time": "1987-02-28T15:57:01", "lists": [ "5f073405-963e-4c1f-bc08-b401a20bcdfc", "97b87983-bee0-4094-b5bb-985755e9a145", "2bc2ea10-09b1-4904-89df-a1941aeca1d6" ], "avatar": "http://www.johnson.com/", "event_id": "4d46dca3-5c7e-49c9-81b3-8392496adc84", "user_data": "dhall" } }, { "similarity": 0.869593357441694, "face": { "face_id": "ab5acd3f-4b43-4069-ac30-9251650c712b", "external_id": "sFEYpkTATmZgZmCyKSHz", "attribute_id": "234d5421-4624-46f0-86f0-f3c6bf48e464", "create_time": "1983-08-31T10:22:37", "lists": [ "584dfffc-89eb-4639-aaa0-191533879562", "898feca2-8070-4f09-bb5f-c663ae0fd9a8", "cd65051f-16a4-43b5-8f6c-fc9aad835d48" ], "avatar": "http://www.watkins-mason.com/", "event_id": "15803a93-3e03-4835-8252-9f74ad493ffa", "user_data": "juarezsean" } }, { "similarity": 0.864572181596065, "face": { "face_id": "a7d2a91b-6049-4ee5-9c8d-1a41074686ed", "external_id": "DckGybYJMjJkFaocaUQF", "attribute_id": "e922cfdd-ced0-4b97-bcb9-04d1303a56f2", "create_time": "1997-06-19T09:22:00", "lists": [ "119ba6c8-fdc3-4123-ae27-11fdd59076bb", "a170dec8-b6e4-408e-8f45-658ac4f0f7bb", "eb38a368-d705-4a36-b2d0-53f9b9c307b5" ], "avatar": "https://www.perkins.info/", "event_id": "7455fee9-40ef-4b82-a44a-70467c73416c", "user_data": "taylor48" } } ], "list_info": { "list_id": "7acb7b92-ffbb-47b3-8035-2530b5375d27", "user_data": "93081 Alicia Valleys" } } ], "url": "http://www.bowers-odom.com/", "face": { "face_id": "51345f22-c210-4441-86c4-93c6f61b0b62", "external_id": "qnKDSRKPjjxmfzCQeJKv", "attribute_id": "9b051e56-26be-41e9-a73f-275b534ab698", "create_time": "2009-07-01T08:52:02", "lists": [ "ed0fe5fc-7c68-4a37-89a6-4aee856583dd", "2f8a9a96-72a8-41b7-9225-b041e76f61f0", "55c08089-bda2-42de-b72e-6383bbeeebfb" ], "avatar": "https://avila.com/", "event_id": "db6c03b6-f655-42c5-b011-038b56669f43", "user_data": "tiffanyramirez" }, "detections": [ { "filename": "fqzRjQLWxVivAKqwJwao", "sample": { "url": "https://howell-bean.com/", "sample_id": "9468bcb7-9c04-459d-98e1-10703543f444", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.634456733778534, "dark": 0.129597680593944, "saturation": 0.47768707714592, "blurriness": 0.485516829341019 }, "rect": { "height": 7470, "width": 5269, "x": 1917, "y": 6777 }, "landmarks5": [ [ 2085, 8397 ], [ 2054, 2548 ], [ 3215, 7678 ] ], "landmarks68": [ [ 8325, 6877 ], [ 8855, 7201 ], [ 1479, 29 ] ] } } }, { "filename": "TrQNAasGKJKGttqiemxM", "sample": { "url": "https://richards-oconnell.net/", "sample_id": "563ea927-1fd6-4a02-8ea0-a67114708277", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.966425992852038, "dark": 0.676810953864992, "saturation": 0.267537574652555, "blurriness": 0.863921103614603 }, "rect": { "height": 4709, "width": 6888, "x": 7070, "y": 7721 }, "landmarks5": [ [ 4960, 4801 ], [ 3318, 7789 ], [ 5785, 6298 ] ], "landmarks68": [ [ 1991, 1561 ], [ 1074, 667 ], [ 8728, 3879 ] ] } } }, { "filename": "wbNpJLAyTuSdApOSAXWF", "sample": { "url": "http://www.anderson.com/", "sample_id": "1c1934e5-d5ff-4814-a7ed-a0e8e69642fb", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.59002798598434, "dark": 0.985928054385941, "saturation": 0.368412578011419, "blurriness": 0.803780033754214 }, "rect": { "height": 3797, "width": 8794, "x": 4061, "y": 7933 }, "landmarks5": [ [ 8215, 5653 ], [ 9220, 3774 ], [ 1528, 8455 ] ], "landmarks68": [ [ 5347, 6742 ], [ 4560, 6623 ], [ 7840, 5719 ] ] } } } ] }, { "samples": [ "3f069d23-c0be-4586-8261-ba1130135d30", "171d69be-9839-4164-906e-d609c2065814", 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