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": 28, "gender": 0, "ethnicities": { "estimations": { "asian": 0.196768354104233, "indian": 0.192780897768975, "caucasian": 0.985864396199203, "african": 0.431604808310126 }, "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": "http://miller.org/", "attribute_id": "f05c5695-8b24-4147-a4c9-185da53b3507", "score": 0.347264945834507, "basic_attributes": { "age": 83, "gender": 0, "ethnicities": { "estimations": { "asian": 0.191679222837421, "indian": 0.954933506753448, "caucasian": 0.201448749254684, "african": 0.605432118681874 }, "predominant_ethnicity": "african" } }, "samples": [ "6f347dc4-ae7a-4c77-8687-7ee47eedd11f", "2077972a-2423-49aa-9419-556d7b3b144d", "c6fbf1a4-c961-4c21-a453-8719c9ebd5f1" ] }
- 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": "4cb5e329-8b36-4724-88c9-9ed35885029e", "external_id": "sFVcvPIfDkdAfxEudRrX", "attribute_id": "d04d79ab-5540-4f40-9926-a0de455a2abf", "create_time": "2011-08-12T16:18:22.787049", "lists": [ "11945c9b-9636-4310-8002-9fc7f0b91749", "acb915e4-1333-46f1-9d74-0c546b936ceb", "e50d8602-2193-4078-aa3c-d3c9274e7db6" ], "avatar": "https://www.madden.net/", "event_id": "3fe6b3d0-28e3-4c91-9d8c-ca919e847606", "user_data": "tiffanyshepard" }
- 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": "ab860da4-54c2-498c-add8-dc9637973593", "user_data": "2129 Wheeler Shore Suite 990" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.205259466335031, "face": { "face_id": "bf2f5757-c5fd-488c-85b9-8b11cc30eeac", "external_id": "AXcQeOMQvNyfbbxZeWvU", "attribute_id": "041b1a02-55b4-4016-b003-790b47166a7c", "create_time": "1992-01-27T19:08:43.045884", "lists": [ "b8cdf695-8e10-483f-aeaa-9db10489bfee", "8a33558b-80c6-439a-9e96-e838d9843f5a", "b84f6e4e-8464-49ab-8cd9-f06e0d56dd1b" ], "avatar": "http://www.gonzalez.org/", "event_id": "849d9915-8d67-4f04-9849-5b7c00b02402", "user_data": "joseph36" } }
- 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": 0.203739996946137, "face": { "face_id": "1c4ec289-0383-4c3e-9e46-c5364b807085", "external_id": "ZKegynVLBMXTKOLigOuv", "attribute_id": "70f0dc5c-3e9d-40cf-9500-bf8e95049c19", "create_time": "1981-07-20T13:02:43.662524", "lists": [ "e31d355f-a932-481a-9fd2-9f5fe86d7bae", "3faf2c28-a1ca-4605-98e7-2e465ddc40c4", "8cbcf393-376a-453f-9d9c-9412f4d0c29b" ], "avatar": "https://lynn-hatfield.com/", "event_id": "48b3d6bf-07c1-41b2-bb00-da7623cf7c83", "user_data": "james10" } }, { "similarity": 0.675277880310177, "face": { "face_id": "cbe85c53-01fe-4a1c-a121-b982683dc303", "external_id": "ANOyxNxbKUsndRsUzuPd", "attribute_id": "73545e2b-56c3-4187-99fd-8cf1163b3955", "create_time": "2012-04-21T05:28:09.950230", "lists": [ "a931ce79-0399-4b0e-98c4-c6565c31d881", "27588b29-b274-4a8b-9d7e-04a60e6ecc02", "666087ed-9835-4196-b093-8aa8721629fd" ], "avatar": "http://www.johnson.com/", "event_id": "fbb55fa5-2b58-4275-86ed-4bcf25050eac", "user_data": "kylebecker" } }, { "similarity": 0.83680724766454, "face": { "face_id": "f415b200-40c8-4dac-87a1-7857044a9d2d", "external_id": "ukRtHOCgcAEoDhHtUMQb", "attribute_id": "f50f85d6-85ef-4928-9902-4e7e7dab948c", "create_time": "2015-06-12T05:19:07.474610", "lists": [ "cd346b85-ae7d-45bc-a3b2-8d81346f93f3", "19250851-2de4-4aa6-a4e7-1c6f34d567af", "50c0fc6b-410d-488d-8f8a-2701c6be1b66" ], "avatar": "https://www.freeman.com/", "event_id": "2b05c753-189a-4c2c-bab0-30afa733bbe9", "user_data": "scott69" } } ], "list_info": { "list_id": "4ea6c663-420a-4ef8-8f2b-0b90098edb49", "user_data": "16357 Carla Trace Suite 145" } }
- 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": "714b89b0-3da7-451f-94b1-124f25b75354", "Luna-Request-Id": "apjjpqCWfjiArNcigoss", "events": [ { "samples": [ "2455c901-312f-4636-8798-7839b3767e1f", "9e45f122-0419-4103-b519-bee0cef29883", "dbac6c60-814a-4bf8-b440-1470b58f2159" ], "attributes": { "url": "https://www.johnson.net/", "attribute_id": "df59a73b-c332-40ba-9044-837eaafe1248", "score": 0.59966886684141, "basic_attributes": { "age": 82, "gender": 1, "ethnicities": { "estimations": { "asian": 0.57776838606932, "indian": 0.768661374373114, "caucasian": 0.925918987900855, "african": 0.118157772955834 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "d6fbd2a0-c8da-4529-aa9b-de8295f33f23", "a97359bb-437f-407a-aa1f-455e6babffc1", "e68ff4fc-f8a9-4cc5-aa8c-1f7933bc1295" ] }, "source": "10170 Tyler Ridge", "tags": [ "VESEUiYUpWrEkEDWwlAj", "FhWdCUDOQuhNdGjPDeXE", "kTkDEvEtxhLcElXHghzS" ], "event_id": "0346dc2c-8943-49b2-b7f6-e5d7e9983a6e", "match": [ { "candidates": [ { "similarity": 0.153562966781773, "face": { "face_id": "9eaf9f04-e6f5-4951-bcc5-6393edd12e56", "external_id": "gKhITfqiNGYdZagHBwrp", "attribute_id": "dfb9198a-3554-42f7-b2e5-dad039a05b3d", "create_time": "1996-05-05T23:56:32.151440", "lists": [ "7bc16316-2583-4eea-a3ae-5ebb48892a00", "3a54747a-7f49-4ad7-b46d-6f66cff3367f", "56b97a41-fb69-4df4-96d6-0ed15ed2a690" ], "avatar": "http://cannon-gilbert.biz/", "event_id": "b285b22f-f2e5-4d98-82d9-5732533f9959", "user_data": "gary64" } }, { "similarity": 0.612615682395958, "face": { "face_id": "0a34332d-df08-4663-a4ce-f03758bf4ef2", "external_id": "kbVMqaflnRbqCrdEhXFB", "attribute_id": "acc2d6f9-6642-4e97-81f2-f0e8d41d2cce", "create_time": "2009-06-22T06:18:48.904761", "lists": [ "c89951d7-7eb2-4b5f-9535-12e007db7a06", "dc80aceb-6099-4940-b802-6fc95d5f59e2", "0288fdf9-ce45-4b4b-b483-dc1561c9ee83" ], "avatar": "http://graham-thompson.com/", "event_id": "19acb8b1-4ab5-4d69-9154-1fb479af9710", "user_data": "jefferymiller" } }, { "similarity": 0.339887299306959, "face": { "face_id": "67e58024-090b-4565-85fb-ff749a1538d9", "external_id": "DTPELLtVpAAtbZfAJKrt", "attribute_id": "2ed24765-967e-4374-9705-3f5fba98e69b", "create_time": "2002-04-26T17:04:01.311304", "lists": [ "17824b3b-af01-4118-884d-7db7280e9120", "beb5e632-8dea-4b4e-9c7f-8a170d155148", "d2fa1605-55e0-4447-81e7-b58a68efe647" ], "avatar": "https://www.harris.com/", "event_id": "cb3f5b64-1ee1-48c4-96ff-fbe1a64b604d", "user_data": "uramos" } } ], "list_info": { "list_id": "b7d76bc5-aac5-428a-9be7-a2c8731beb02", "user_data": "3615 Nancy Circles" } }, { "candidates": [ { "similarity": 0.411338662240292, "face": { "face_id": "0a1f9735-7df0-486a-8f97-8d9106f24184", "external_id": "dTVGfxwGKtebIgUSLZRK", "attribute_id": "4d12518e-751f-4b29-ada7-ca33feaee407", "create_time": "1978-06-10T01:08:11.013657", "lists": [ "ab748611-3c3c-4d02-a29a-8488b87c90a0", "90dbfb23-3b2e-4753-8741-c673f1996118", "5a799c8a-f754-4402-aa63-1fabeba28943" ], "avatar": "https://ramirez.biz/", "event_id": "a8aabf0f-222d-4aca-b920-229fee5380fe", "user_data": "johnstonchristina" } }, { "similarity": 0.212227202379864, "face": { "face_id": "31fa5153-940f-4574-9d09-d07ca4eb2ac9", "external_id": "cKmhFwBtauNvNjILHgVf", "attribute_id": "95afee06-9313-4d21-b53e-311d61e80ac1", "create_time": "1988-01-12T05:25:28.255421", "lists": [ "e6586ccb-e581-4d23-bed7-fd1ae2b9396f", "90c1a342-9fa7-4872-8011-58cc4db20135", "c2b97dd0-b901-4a68-bd3d-3eb7e89796ef" ], "avatar": "http://www.lambert-zimmerman.org/", "event_id": "c69f92e0-757b-47c7-bc1f-16d94f3de24f", "user_data": "john91" } }, { "similarity": 0.654971793262973, "face": { "face_id": "b374bd20-f7a8-4d86-b98b-a8224e6c2c70", "external_id": "ziplRgeUrjuboQRpFTNg", "attribute_id": "f4b51de3-e86c-4bbe-8ace-8dc30277a3f7", "create_time": "1999-11-27T08:26:29.554613", "lists": [ "8831e282-50c0-4de1-bc88-832dbbde80d5", "afef7f34-0381-465d-bb4c-02db675e7fca", "8171bae7-853b-49f0-bb3d-fd3f94f74e45" ], "avatar": "https://smith.com/", "event_id": "9b7d3ae4-dc38-4c1d-829e-51f4aa43c257", "user_data": "christopherkaufman" } } ], "list_info": { "list_id": "64cb9085-3495-4ceb-a49c-6beb16dcf47e", "user_data": "57794 Mills Circle Suite 826" } }, { "candidates": [ { "similarity": 0.322625722665762, "face": { "face_id": "28424492-7fc7-4829-b379-d271ebdd6fc5", "external_id": "GEAhxRoDuRcgAkTQUNhC", "attribute_id": "aa8a2e13-f6e0-49a9-9428-63a64fa266a2", "create_time": "1985-10-24T08:38:03.033916", "lists": [ "a63d72ce-5737-475c-97f2-96d7e5f928e8", "73ed8e35-b85a-492e-92ed-6268dd93b171", "1d08ea1a-eb3a-4fa5-bcbf-d7c977be46c6" ], "avatar": "http://lee.biz/", "event_id": "bfa629f2-9d90-45d7-81d4-a9274d5e2266", "user_data": "williamshannah" } }, { "similarity": 0.683420952683746, "face": { "face_id": "50b557af-9cc3-4ddc-9f75-bd26df7b4103", "external_id": "rjgbHieidqXllNQRieon", "attribute_id": "de2ab473-bbeb-4318-b954-0465b2a8a89a", "create_time": "2003-03-07T06:50:36.694237", "lists": [ "7875d593-81cf-4e56-9216-7e77e02ab020", "ee9e154e-44d1-42ca-bdb0-4b979996b11c", "29bb3e9a-1266-4dc8-87be-aefe5bfba6a3" ], "avatar": "https://lawson-white.org/", "event_id": "342ef01a-0c37-45ab-8cac-aa345bf02585", "user_data": "stephenscynthia" } }, { "similarity": 0.929571923378296, "face": { "face_id": "36814f9d-c8a0-4bec-9a09-d7d9c783def8", "external_id": "RTSYNQiohoZdMqKWBrWJ", "attribute_id": "4a3014c4-fb4d-4351-90ed-c5020251146c", "create_time": "2004-09-03T00:31:06.312757", "lists": [ "30af96d8-f128-40d6-9798-583b439fb5a6", "625fa82a-7555-4621-9a05-cef0505ef464", "652e82d9-b0ea-48f1-9cf2-6ff679315a40" ], "avatar": "https://campbell-sanchez.com/", "event_id": "ef99749a-8f36-4159-addf-6af5534e778c", "user_data": "mwalker" } } ], "list_info": { "list_id": "6bd44e3c-8b19-4622-a23e-4b64412ba254", "user_data": "2229 Sweeney Passage Apt. 119" } } ], "url": "https://www.kelly.com/", "face": { "face_id": "2da51d28-8168-4ddf-8306-02bdd84871fb", "external_id": "OEFZXrEvkOYAVpOYSrJw", "attribute_id": "57340398-7c4c-4a3d-bb1f-c4eb93d2d912", "create_time": "1972-09-09T12:09:25.956347", "lists": [ "cc9f23aa-2fc7-4e51-8ad5-4bf999719941", "6aedfe5b-a626-4de6-ab91-54a11763e2a0", "bf7b9bab-312a-4e5f-9a7c-4c0af8190af0" ], "avatar": "https://weiss.info/", "event_id": "e40c5048-57b7-4065-bc54-89168a289cd6", "user_data": "rdavis" }, "detections": [ { "filename": "oceFuHOdivNmCoxeAVQS", "sample": { "url": "https://www.day.net/", "sample_id": "236a40e1-7960-4a05-ad5f-6e7d19df1f95", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.499791599644585, "dark": 0.978297297373243, "saturation": 0.494969154245784, "blurriness": 0.966806476489223 }, "rect": { "height": 1762, "width": 9981, "x": 9316, "y": 2987 }, "landmarks5": [ [ 8060, 7073 ], [ 2994, 8421 ], [ 7634, 5921 ] ], "landmarks68": [ [ 1412, 6882 ], [ 5022, 4284 ], [ 7607, 9464 ] ] } } }, { "filename": "ckNRyElrkTyWmOAiaLgg", "sample": { "url": "https://lee-carney.com/", "sample_id": "c172db38-2e52-43ec-a02a-4897bf48c504", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.204155362260095, "dark": 0.753934212838918, "saturation": 0.131558536553673, "blurriness": 0.652897809714668 }, "rect": { "height": 1971, "width": 4734, "x": 1606, "y": 1490 }, "landmarks5": [ [ 4347, 2674 ], [ 3668, 8496 ], [ 6723, 1077 ] ], "landmarks68": [ [ 8699, 3092 ], [ 4322, 2567 ], [ 2308, 651 ] ] } } }, { "filename": "jdeMFTRqTPODtGRtLoVS", "sample": { "url": "http://www.shaffer-mccall.org/", "sample_id": "e3edc30e-c861-4c83-866e-03dd74cbef7a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.155957716798737, "dark": 0.902657715359446, "saturation": 0.881743602902466, "blurriness": 0.975378304145578 }, "rect": { "height": 6051, "width": 7796, "x": 2887, "y": 2404 }, "landmarks5": [ [ 9925, 957 ], [ 7182, 5200 ], [ 5296, 5692 ] ], "landmarks68": [ [ 2642, 7842 ], [ 1374, 2251 ], [ 9572, 6209 ] ] } } } ] }, { "samples": [ 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