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": 0.677970212855793, "indian": 0.452012383090507, "caucasian": 0.269297908235571, "african": 0.577909306851931 }, "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://house-lloyd.com/", "attribute_id": "8cfebc5d-1953-4ac9-97a2-6525631e6b6d", "score": 0.527268431590279, "basic_attributes": { "age": 48, "gender": 1, "ethnicities": { "estimations": { "asian": 0.4412014815587, "indian": 0.36531776552765, "caucasian": 0.752412424804485, "african": 0.260701956950122 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "8185286f-d33f-4336-85f6-8e478a06332e", "ff360f4d-f840-4552-ba31-13a6e64c21fc", "5d05543c-b150-4dcf-b566-e64bf4afbfcb" ] }
- 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": "9aea6245-aab9-4c9f-8faa-33ff9516a376", "external_id": "vqJDkJRkvbWLIiVkMYRf", "attribute_id": "3169b7b0-58bb-4f77-a9cd-f8ee8058c0bb", "create_time": "2016-05-10T12:34:30", "lists": [ "6f3c91a9-3191-4d18-a26b-a10b35ed2494", "440e9725-4ba9-4709-bd50-58bac794dab7", "f67ecc2e-d9d3-4bd6-9390-1c8fc5945370" ], "avatar": "http://rubio-jackson.org/", "event_id": "a1764acb-8472-498e-9bcd-9bfc6ea1fce8", "user_data": "madison05" }
- 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": "6fb372c1-bb9d-4643-9b2d-cf2aa24ba6d3", "user_data": "32080 Marquez Knoll" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.259269771966543, "face": { "face_id": "edea9b5c-53f1-475f-acf1-ccc093eaabfd", "external_id": "fUhAsvbguweXJvdPtabY", "attribute_id": "5fa6d80b-cd3a-43a3-87b1-6d138d1db2a8", "create_time": "1993-03-22T05:42:38", "lists": [ "e6c22f71-7888-4acf-8c2b-3c40e0fcdbac", "d137c898-35ff-445a-ba22-9091b1426341", "5a2a6c3c-ae20-43f4-8f93-1e582d485b63" ], "avatar": "https://www.blake.biz/", "event_id": "a140a540-c199-471d-9246-40f5283bcdb5", "user_data": "katrina03" } }
- 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": 0.631838705174239, "face": { "face_id": "ed079447-a735-4032-8b27-c962833d03f6", "external_id": "PjWhecRfRvyypGIogCEd", "attribute_id": "4c1a5d32-8176-4f3e-bcd1-a262e7ea1027", "create_time": "1988-07-09T02:15:01", "lists": [ "3a7ff0a0-be59-4ea1-a1ad-59c7c0f949fa", "a57bf84e-fbfb-42e4-a243-1f060545c8a1", "94ae3565-d655-4fdf-a76d-2fbe48c13e9f" ], "avatar": "http://www.jones.com/", "event_id": "18615c93-a2a4-4642-b807-f7e25ed09412", "user_data": "brianrussell" } }, { "similarity": 0.234291799210664, "face": { "face_id": "c7463957-f5d8-40b5-baf1-4ebc73aef539", "external_id": "XhCuIqoDttovdKGfghLw", "attribute_id": "b71df726-cb9b-46e1-ab85-94ff5c37c116", "create_time": "1984-08-01T02:29:10", "lists": [ "190508d5-6755-4f1c-9397-767c2b911e56", "8a719d91-ec9c-47ae-9993-ed510276f861", "c937afce-49fc-427d-b65d-37a1cddebc6b" ], "avatar": "https://morgan-heath.com/", "event_id": "b727bf96-6460-4930-9831-6b43e472ba6b", "user_data": "kenneth75" } }, { "similarity": 0.479746327675997, "face": { "face_id": "6c71dc49-3f40-40ba-b6d7-5c52b3f2d333", "external_id": "khTnGqkHxKDbrmzIwxeS", "attribute_id": "6d60d0a5-1d8b-4e66-b1c8-e2155c973c32", "create_time": "2005-06-27T20:00:17", "lists": [ "31be1fcd-18a8-4c21-9039-b7ab656cc205", "36b7dc45-4357-45be-b4b2-51bc7ec047b0", "512c3940-68e6-4230-be54-b9eba3a9ea8d" ], "avatar": "https://www.bridges.info/", "event_id": "a868ad95-ea4d-446c-b8d8-7ff1165c437a", "user_data": "savannah72" } } ], "list_info": { "list_id": "80b65d17-1b35-4754-ac89-439270f776d4", "user_data": "652 Smith Plaza Apt. 148" } }
- 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": "fa24b052-cb7e-4abb-b2ad-a64e2b24b5c0", "Luna-Request-Id": "GrJDIZwNVDWQpRgFdxap", "events": [ { "samples": [ "b86c6d5f-c68f-49ce-8e17-70f60d9b3e8d", "edb509bd-fa1a-4184-9a22-23bcf8f564d9", "4eff9e28-7901-4d40-94d6-c65a68fc3334" ], "attributes": { "url": "http://www.robinson-adams.com/", "attribute_id": "35ed559b-1752-41a5-893d-d630a76e316e", "score": 0.41834000560362, "basic_attributes": { "age": 78, "gender": 0, "ethnicities": { "estimations": { "asian": 0.946829253091339, "indian": 0.929972781020207, "caucasian": 0.515006998519387, "african": 0.458181385075054 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "d332c34e-990e-4f33-9d37-58e6c2a858b9", "b2bf84b1-eb25-490d-9df7-1a12aa74212b", "4ad77d7d-9da3-434a-93b0-0570604eeeaa" ] }, "source": "775 Bradford Prairie Suite 453", "tags": [ "jVoLrTHfmXmlimOiLkfy", "OdarsJWpHCVjAhFDobrK", "ILUookzHLyxLhkJIZFxn" ], "event_id": "51f36b99-b363-424d-bd7d-ba63d28cf210", "match": [ { "candidates": [ { "similarity": 0.355211844545386, "face": { "face_id": "2744605a-9a83-4d14-8a20-a1356907c5d0", "external_id": "bKTOLWIuspnymScqIZUD", "attribute_id": "73414bb8-67cb-4f00-8c3e-5fc9c35a8cd6", "create_time": "1992-11-14T23:08:20", "lists": [ "ea32699d-0c18-4c14-a4bc-88ad8f1981f6", "3dee5fe2-893d-448a-8c26-d9f2a7a24620", "90b839d7-6908-4556-aef6-eca480a17415" ], "avatar": "http://www.moyer-martinez.biz/", "event_id": "c62df414-56ad-4d7f-b76e-a31705069323", "user_data": "michellemitchell" } }, { "similarity": 0.747229439678228, "face": { "face_id": "7f8029a4-53a0-400f-b40d-b3235c294450", "external_id": "atRUcWWfZXINrDrBEabV", "attribute_id": "ebbeff1a-1b54-4748-b694-6fe81c45d9a4", "create_time": "1997-03-29T12:59:08", "lists": [ "3030f2db-cdc7-4e9c-b68f-8b2b4f4dd3bc", "4f069e6e-c054-4c37-be9b-94fda3ef9190", "629e7f0f-42ee-496f-b836-0ec50cf214c8" ], "avatar": "http://www.burns-taylor.net/", "event_id": "5f212590-cff1-4175-9134-5d8e687f90ea", "user_data": "marcofrederick" } }, { "similarity": 0.332446705152351, "face": { "face_id": "e46466d0-7f42-4a05-b484-37975d00acac", "external_id": "zXLYtlZZJLsUVTFFYvZb", "attribute_id": "3cc4abfd-9c33-453f-9870-02b1492378d7", "create_time": "2011-04-08T18:29:20", "lists": [ "f3599585-f91d-41ff-b5ff-a46c7bbd2dc9", "caf326b2-4a89-4ffe-badf-43b398680f75", "f2a0e32b-909d-45d0-b02a-d5f633b3bfd7" ], "avatar": "https://www.malone.com/", "event_id": "6627ea6f-4fea-4bae-af55-67ae976c677f", "user_data": "jeffrey73" } } ], "list_info": { "list_id": "ccc05535-6fb2-4dd5-856f-9e2710f12c92", "user_data": "09606 Hawkins Curve Suite 650" } }, { "candidates": [ { "similarity": 0.377034753952196, "face": { "face_id": "429c8779-e98d-484e-a0e9-c1ef4decbbb5", "external_id": "iKvaabPEYigGIzqTzGPn", "attribute_id": "c1064ea9-db50-4240-af27-21711fee9fe3", "create_time": "1979-11-13T03:49:41", "lists": [ "949cb877-f553-4b44-871b-542458f57ce8", "b457d11f-363d-45c3-84e4-2082f9ab3e75", "a7ae79dd-f636-42cb-92ec-1cc0a6a7f6c4" ], "avatar": "http://anderson.com/", "event_id": "2dc32e61-0c3e-41c3-ab7d-31fc8f06b768", "user_data": "michael36" } }, { "similarity": 0.554976870790127, "face": { "face_id": "30e32487-81ad-40e9-9104-e0fa94d1a001", "external_id": "CwtVCcAXddSSMAtgWdDW", "attribute_id": "c3e22051-a809-4d11-8309-bb4db9cc1bfe", "create_time": "1979-04-05T17:00:35", "lists": [ "a5a703b5-ba0d-47b6-8103-06be00e870f1", "d65f201d-7a6f-49b5-9c14-dec19e2013a0", "2c6b6915-9403-4366-8651-c3384ba92a2f" ], "avatar": "https://www.rodriguez.org/", "event_id": "e51b2f56-d568-48c4-93b5-1a5ee6d58bd0", "user_data": "choward" } }, { "similarity": 0.367583956812701, "face": { "face_id": "b311f30a-a578-4583-85ac-2b16fe3a856b", "external_id": "TPowjiAxZbdsAYmGRXwZ", "attribute_id": "18cb9bfb-43d1-452e-8952-3f12c6cc0bd8", "create_time": "2002-04-15T04:15:02", "lists": [ "5dd48451-bdef-419f-966f-4df59e9dd54b", "42862f92-3808-44d3-a6eb-49b178c5e4d4", "ef4b91cb-0031-4fd0-9544-a655f41f6336" ], "avatar": "https://www.taylor.org/", "event_id": "f0bc5520-5d34-4511-8f66-6877b57a8a93", "user_data": "tara32" } } ], "list_info": { "list_id": "7afe9117-8d1d-47e3-9c1f-44e85884db29", "user_data": "68626 Rebecca Rest Suite 080" } }, { "candidates": [ { "similarity": 0.7811887509304, "face": { "face_id": "04407117-573b-4dfa-a33e-141872764958", "external_id": "gtUohMqOXJwyfKTVcDhT", "attribute_id": "53bb286f-6bab-4dc5-ba5e-57bd7af304c8", "create_time": "1979-04-25T20:56:56", "lists": [ "4159a7c5-bbea-4d3d-8915-daa8baeb4941", "3670e076-09ec-4a3d-b61b-b2ff38aeb3b1", "0e9f0dab-9481-4490-a31d-db8fd8977291" ], "avatar": "https://lewis.com/", "event_id": "88d2367b-4159-42e9-b7c7-8be1e020522e", "user_data": "maygabrielle" } }, { "similarity": 0.436296630496891, "face": { "face_id": "55d24ae3-49bb-4893-8b31-02245d0b7c33", "external_id": "lIOlZQhmuRNxsSkmxWye", "attribute_id": "24d16a47-bfd1-4e60-969e-8f5e0cc11493", "create_time": "1988-02-08T13:15:17", "lists": [ "304ad621-3b28-40e3-9797-8a05fb843218", "40ca7a26-8150-44a6-a51d-d0f123117d9f", "922cd2f4-8856-42c0-b7e4-a0b30511ff2d" ], "avatar": "https://leon.com/", "event_id": "0fbb5f01-2776-4372-b2e6-86793a7dd010", "user_data": "stephanie72" } }, { "similarity": 0.716171471189032, "face": { "face_id": "cbb9f642-7b61-45ba-82b9-35a0a2dc6599", "external_id": "lpqtVmzIPKzzmiFBXyWE", "attribute_id": "4882ac24-c833-473e-a362-282551cfed8e", "create_time": "1988-07-04T04:09:28", "lists": [ "426bd939-b2cb-4a75-bd7c-49a67be27e11", "6a5bfe14-39e7-4bd9-a8d1-5a10b9333d51", "143fd967-72e2-4c46-b498-825160fc685a" ], "avatar": "http://www.haas.net/", "event_id": "d4193958-8a4e-48ff-a341-8f27cd06c0e3", "user_data": "dannyfernandez" } } ], "list_info": { "list_id": "5329e4f7-9fd6-4a00-8f8a-e83dc286ecb0", "user_data": "399 Stephanie Estate Suite 453" } } ], "url": "http://www.chapman-greene.net/", "face": { "face_id": "94a0aefd-4d63-462b-8f1c-6e511008025c", "external_id": "PZFXGETQWnyPRIxgUWox", "attribute_id": "6a9c5664-9dc1-4953-ba5b-59ce44605ab4", "create_time": "1973-08-21T13:32:18", "lists": [ "e0361bae-6c0c-4c65-b207-dea493b4e4ef", "ce20b159-5221-404f-845b-c5032df02f69", "b19e030e-c277-4870-8834-a2a9665e5f29" ], "avatar": "http://franklin-collier.com/", "event_id": "b9e6a1ae-02fa-4dba-94c6-20fc396e1917", "user_data": "xjones" }, "detections": [ { "filename": "bUpMEREkPbBbjZAbXGce", "sample": { "url": "https://www.west.com/", "sample_id": "c6745c80-f26f-46ae-99e4-2f3b6284a7c3", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.502593620629812, "dark": 0.338718272440617, "saturation": 0.396414887145033, "blurriness": 0.360960989670772 }, "rect": { "height": 9347, "width": 5919, "x": 6165, "y": 8004 }, "landmarks5": [ [ 6254, 8692 ], [ 72, 3342 ], [ 9567, 3009 ] ], "landmarks68": [ [ 7091, 4783 ], [ 3064, 4327 ], [ 1031, 1217 ] ] } } }, { "filename": "tGEGSOjPMmabcFLUkJif", "sample": { "url": "https://www.burnett.com/", "sample_id": "4edd665f-0201-47a5-9452-1aaac481c424", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.846130693479528, "dark": 0.154263801600527, "saturation": 0.66757292598545, "blurriness": 0.628564198120206 }, "rect": { "height": 8908, "width": 6656, "x": 325, "y": 1310 }, "landmarks5": [ [ 6614, 3998 ], [ 9179, 2314 ], [ 8565, 8187 ] ], "landmarks68": [ [ 8948, 1079 ], [ 1183, 4177 ], [ 6311, 1867 ] ] } } }, { "filename": "AFGppHctaBJbTZkGSEmH", "sample": { "url": "https://lee.com/", "sample_id": "f6b551ab-2345-4804-aef7-d0cc4298485f", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.828918483938257, "dark": 0.106478019905677, "saturation": 0.452398069848721, "blurriness": 0.926152209507907 }, "rect": { "height": 8103, "width": 6098, "x": 8413, "y": 2579 }, "landmarks5": [ [ 8170, 2337 ], [ 6160, 7438 ], [ 2364, 1057 ] ], "landmarks68": [ [ 7433, 8108 ], [ 4677, 499 ], [ 1195, 1429 ] ] } } } ] }, { "samples": [ "c5db27ea-0b5c-4d41-a8b9-17fa7f6376b3", "c39b5874-3e88-4132-a8f8-fdbf655f0356", 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