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": 4, "gender": 1, "ethnicities": { "estimations": { "asian": 0.822842063139989, "indian": 0.55826542225392, "caucasian": 0.645964923256463, "african": 0.351757771590994 }, "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://hogan.org/", "attribute_id": "e13606ee-3142-406a-a1c9-4e7721a01ac7", "score": 0.895544088899194, "basic_attributes": { "age": 37, "gender": 0, "ethnicities": { "estimations": { "asian": 0.617251512040213, "indian": 0.91303166255517, "caucasian": 0.164542685399441, "african": 0.559557374137988 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "ce3c4d52-d037-4a5c-b9e1-3fe570c0563b", "8d8e890f-9120-4ba6-8457-e555c0c8d467", "4748958d-b92a-4b81-b3b6-67cc2aff3229" ] }
- 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": "9ac149fb-b2b1-4a58-8b5a-efea25f63008", "external_id": "YomSiTlvzRRxlfjRgVqz", "attribute_id": "31e99bb8-be33-4851-ba3f-c3b848191790", "create_time": "2012-01-19T02:44:15", "lists": [ "a3e38cc9-4b5f-4937-ac26-bf5d865a302a", "2521f3de-6392-4aae-b223-a97934164219", "a5d945ef-a563-4dab-aeb1-b56f012abb58" ], "avatar": "https://walker.com/", "event_id": "2f4387ef-ae71-4196-8c67-2ade78b92ce3", "user_data": "villajeremy" }
- 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": "33134896-99b3-4412-b0d6-e6e791866ad9", "user_data": "266 Randall Crescent" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.510030680061394, "face": { "face_id": "9fd4b023-96bc-44a5-b86a-75eefb0cdf64", "external_id": "RPRmIzUtlKuishcwCFBz", "attribute_id": "987079f8-028a-4c5d-98fd-f348eaad96e4", "create_time": "1978-05-11T18:03:48", "lists": [ "9a1094a3-70ce-4946-b8d9-a1a9e0425b52", "a1010e0b-d248-4235-8a9f-62931e367534", "6110647f-fb18-4864-956f-9fe7b652f1a8" ], "avatar": "https://clark.biz/", "event_id": "59c61542-5ad9-4d4a-b801-715b30ba0c2a", "user_data": "ashleymoore" } }
- 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": 0.501820093551621, "face": { "face_id": "6125efdb-7a58-4854-8c5e-7d1b325fbcc1", "external_id": "VVaqGMWSILYDkFyqmJKn", "attribute_id": "bc24c464-3e71-49c9-863c-dc048f6737e9", "create_time": "2015-11-20T20:38:12", "lists": [ "643cb906-56b8-4c51-9a74-ceb8a34ab3e3", "54a44f66-eab3-4068-947a-fe99fabc0eee", "cd67e083-6617-4250-8c06-837dbb07935d" ], "avatar": "https://www.gutierrez.com/", "event_id": "84ff96b5-c6bb-4ab5-b29a-37d673eee88f", "user_data": "martinezbryan" } }, { "similarity": 0.59923159317347, "face": { "face_id": "eb84ff8b-9da5-401a-9b5e-71e9da1f82ec", "external_id": "jvUSUIMvVTVbDSsUvRcd", "attribute_id": "3fc2364b-451e-4d26-80f0-3282865680ff", "create_time": "2019-06-28T01:32:34", "lists": [ "030f5fd7-79e7-42c6-a451-20778556d983", "714138c9-8262-4800-a0f7-ab4750238e26", "2b0f9638-f38b-4c72-8090-77254c513bba" ], "avatar": "https://martin.com/", "event_id": "37ed7cd4-0254-4109-b31b-94033d3a55af", "user_data": "justinwilliams" } }, { "similarity": 0.492090671220723, "face": { "face_id": "bfffb79e-31c3-47b2-a8c3-536066bb22f8", "external_id": "cRykFyKJPNOUQUOAzFHk", "attribute_id": "be0d7c05-d100-4a33-8531-088452b11feb", "create_time": "2006-12-23T20:56:14", "lists": [ "232bce0f-7fab-42f0-a691-67010aa06790", "327a1338-6c94-4a41-a28e-36b76fcdab99", "33b28ab9-87f2-4d59-982d-8de0fc7a70ea" ], "avatar": "https://www.graves.com/", "event_id": "8b7a6b11-ce98-4a7d-9889-5bbb7fe71abe", "user_data": "melissa19" } } ], "list_info": { "list_id": "ef5d527a-949f-4f24-a0af-48700196e8ff", "user_data": "39918 Rush Square Suite 858" } }
- 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": "34c0dba0-64af-438f-b1c1-a1d9db481174", "Luna-Request-Id": "nAVzInMStcxNYecddyOu", "events": [ { "samples": [ "9c0a4150-8bb5-4bf0-98ee-fec38aa464bd", "a8c0599e-ae6e-41ba-888f-102ff7d1afaa", "47184ef0-1c1b-48c5-a938-c19472c0969b" ], "attributes": { "url": "http://www.miranda-torres.com/", "attribute_id": "59c8da42-9f0a-43d5-a6fb-062687964f5b", "score": 0.115073089387685, "basic_attributes": { "age": 15, "gender": 0, "ethnicities": { "estimations": { "asian": 0.356471426436484, "indian": 0.234882071339227, "caucasian": 0.188583387603443, "african": 0.355292124022008 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "71cb18dd-de44-4a72-a49f-f5c3c7221c9b", "076b65c9-f4fe-45b8-8ed5-a59e899158ad", "b7b4e6f4-2d8c-45fd-b73e-8bd07ca73b86" ] }, "source": "9665 Sarah Trafficway", "tags": [ "GJbIEAlgNTnvgNDpOXjW", "MhpjcrJGoYBdqMrEKsac", "ilShZQMihMMxNgjgwjmE" ], "event_id": "4180cb48-f5a0-46bb-a15d-02b6abda1364", "match": [ { "candidates": [ { "similarity": 0.204657257038958, "face": { "face_id": "b14cb5ac-5149-4617-82f5-fa1422224077", "external_id": "zwcNTqZOiZlBcbRCNHTU", "attribute_id": "e887c5ec-9281-45b6-af85-648af65e8f0f", "create_time": "1995-02-26T20:05:16", "lists": [ "64c43427-5941-40d8-bb08-9e1856007a8e", "4560a8ee-6b43-464a-a720-a8c7092518af", "1ec37fd8-97b2-4f02-a5b1-24b7fee34d62" ], "avatar": "http://www.donovan.com/", "event_id": "e47df268-9b13-4bd2-9a38-8cd48f860352", "user_data": "wayne33" } }, { "similarity": 0.487302284478771, "face": { "face_id": "82bef421-31b5-4202-8c4f-9d1f3de336f0", "external_id": "QmwWYUMwpZcgGfgTlukr", "attribute_id": "b5aebad9-f7f7-408e-a328-bbb3a30e6513", "create_time": "1975-04-07T21:56:57", "lists": [ "636d05de-5038-4fa8-8819-00821e413957", "a5b1010b-e617-47de-9105-eea7b96d9222", "a626cba1-6096-420b-b0b5-314b39e61ec1" ], "avatar": "http://martin-phillips.net/", "event_id": "a54a2254-aa7d-425f-aae7-09c8d17797ad", "user_data": "phillipsrichard" } }, { "similarity": 0.762320570901428, "face": { "face_id": "62b1e7a7-369b-4cd2-9cba-6b9245fc581d", "external_id": "aTLJuaFXAzfVjlRvnfwN", "attribute_id": "70beea48-7b64-483b-91d7-104607e93710", "create_time": "2011-07-29T17:51:09", "lists": [ "aefc5746-88e1-439f-a4a9-e1b9ddea50dc", "a6b2b922-cdc8-47bf-ad57-94c6a9a4f3a2", "e3f0fe8a-e976-4fde-831c-50a59275575a" ], "avatar": "http://wilson.com/", "event_id": "13e792d3-c677-4667-99a3-7610cd565ec6", "user_data": "dadams" } } ], "list_info": { "list_id": "78ff69a6-a090-49a6-a885-27f0ad0079f0", "user_data": "863 John Springs" } }, { "candidates": [ { "similarity": 0.323336556416189, "face": { "face_id": "45064fbd-743a-45ce-a44f-db7b874f561c", "external_id": "LAsMTiRNyblnsZjwXZwL", "attribute_id": "379ef67b-0f7c-48f2-b060-f30b7e01691e", "create_time": "2019-10-27T03:12:33", "lists": [ "362f99fe-0c39-4867-8041-a05a6b104023", "fddf5342-47e3-442f-8a2f-4e8b7806f40e", "b845d9c8-ef1b-4c66-ad18-58d8511fb82c" ], "avatar": "http://www.moore-chavez.com/", "event_id": "09e7354c-f592-45a2-8976-e2d99e6513ff", "user_data": "tyler22" } }, { "similarity": 0.396407733888432, "face": { "face_id": "9d2bb4cb-c0af-47ff-b379-b300a4d8fa80", "external_id": "MWpXQPEDcoffuBTatCsw", "attribute_id": "1d62f4da-e895-44a3-b993-86375c555b06", "create_time": "2018-11-19T08:42:44", "lists": [ "4aadb791-ad2a-4210-b926-c7a41e29c7d9", "db0f43ca-305a-4d71-b0ab-c81a2dd83a22", "c1b2dab0-291d-4551-9f71-b27b89f6f4f4" ], "avatar": "https://casey.com/", "event_id": "e6e9b210-c464-46ad-b867-3806d4be99d5", "user_data": "jasonbarker" } }, { "similarity": 0.826968962599351, "face": { "face_id": "c2494a46-c7c0-447f-a5f6-24819542b10b", "external_id": "pxBwQKRYclLiKOmJtKMW", "attribute_id": "5c326d4a-2b99-4c33-a232-14b57f89c50c", "create_time": "1999-10-22T12:32:24", "lists": [ "ec1ae853-b228-407c-8cf7-c68b0394dfe5", "d36c3e81-6dce-40d9-adf4-70b643f0f740", "1e3d0cfe-b290-43fb-9482-e639e6a9e0e5" ], "avatar": "http://johnson-day.com/", "event_id": "b612ffd8-2ba5-46e1-9672-6ba8c24aef14", "user_data": "randy39" } } ], "list_info": { "list_id": "f5104eba-b951-4ad3-9fd9-a9cd247ff9a9", "user_data": "999 Foster Mountains" } }, { "candidates": [ { "similarity": 0.123279352415364, "face": { "face_id": "a745185a-2a19-4eac-ae37-a3f0b813b451", "external_id": "pUeWwmcfwIWjgKJXHuyu", "attribute_id": "619c4a3f-c0ac-425d-82af-87f1e7e90711", "create_time": "2006-11-22T07:36:15", "lists": [ "20187882-75a5-4c27-8b4e-a3b8bdc9fdc7", "b6446607-d949-46d3-8c8c-18f1b7a4e975", "5894cea7-afe1-405c-a828-dece5df0435d" ], "avatar": "http://www.lee.com/", "event_id": "811410f5-1fac-402e-9388-465e55d1b060", "user_data": "eschmidt" } }, { "similarity": 0.611987600847042, "face": { "face_id": "103f3f98-5d22-4dfc-b6fd-8250a0fd029c", "external_id": "jnyoDdQuYJsKJqQLZobw", "attribute_id": "d5819588-a4ac-4332-a956-8dfa501e28b6", "create_time": "2018-05-05T18:30:12", "lists": [ "1f75cfc7-cfa8-4b39-b381-b8377dc1e961", "fef1e749-6091-4566-94f7-8823b162313c", "de88dd80-4a32-48d1-b61d-bddb67b51148" ], "avatar": "http://shah-smith.com/", "event_id": "f463c76b-848d-4229-9a4a-a264b2229bdc", "user_data": "christie54" } }, { "similarity": 0.259957256601352, "face": { "face_id": "5468e7f9-eadf-44fc-9d5e-3d5acb7950da", "external_id": "glUKDHsIneISUbppizgn", "attribute_id": "9d395064-d8a0-43e9-9d38-fea9de3cc145", "create_time": "2010-09-22T18:02:45", "lists": [ "940dce4a-334f-4193-96ce-b2d0a124dd39", "1c190dd0-7860-445c-924a-970196fd2512", "a87f84d1-c1c1-41e0-aacd-8990f6bfdbcb" ], "avatar": "http://www.phillips.com/", "event_id": "02e00e1b-83fa-4d04-9428-1c633fa42be9", "user_data": "wblake" } } ], "list_info": { "list_id": "944e17b4-b823-44f7-b7df-0997ad076fb9", "user_data": "733 Gregory Causeway Suite 133" } } ], "url": "http://www.cruz-decker.net/", "face": { "face_id": "5f866491-060d-456f-b2fe-c8ca9d2c4e00", "external_id": "wWWaXKzGoICRPVtviPIm", "attribute_id": "75ff519e-4061-4a75-97e2-f4ca7f710bc5", "create_time": "1974-01-27T17:37:34", "lists": [ "b0bcf7cc-192d-4b5d-a7a3-51541abc3694", "39373d44-8114-4562-b18e-7a2f8052cfaf", "4140d64b-052d-44ca-ad3a-4f20d9abc522" ], "avatar": "http://cox-turner.com/", "event_id": "3d7d16e9-0579-43db-8ed0-9357cc4d1e3b", "user_data": "cynthiahart" }, "detections": [ { "filename": "FmqwCKrmdKhYJhaJDwAN", "sample": { "url": "http://www.white-burke.com/", "sample_id": "d6625b5c-41aa-4996-a035-856ab3d4f696", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.315758010079597, "dark": 0.370881375223259, "saturation": 0.42607063383664, "blurriness": 0.748766487283138 }, "rect": { "height": 949, "width": 4668, "x": 8102, "y": 42 }, "landmarks5": [ [ 8373, 4275 ], [ 7793, 5270 ], [ 8788, 1597 ] ], "landmarks68": [ [ 8060, 4363 ], [ 489, 969 ], [ 2608, 5207 ] ] } } }, { "filename": "qOYYzRHVdqhIulLGQnwB", "sample": { "url": "https://www.vargas-gibson.com/", "sample_id": "7aaac77a-99ef-40b6-a727-05307d4407ff", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.873839888568202, "dark": 0.207993488762805, "saturation": 0.837554470156413, "blurriness": 0.378066388085017 }, "rect": { "height": 3928, "width": 8425, "x": 3328, "y": 8521 }, "landmarks5": [ [ 7455, 2778 ], [ 9055, 2848 ], [ 2883, 8322 ] ], "landmarks68": [ [ 7547, 9512 ], [ 9234, 4802 ], [ 1930, 8428 ] ] } } }, { "filename": "fIcvbWuaxpIgXKSWBoqA", "sample": { "url": "http://www.garcia.com/", "sample_id": "e4468d6b-0f2c-4dea-9437-6bbed9e48b95", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.690525326205494, "dark": 0.505343686814217, "saturation": 0.942076078418082, "blurriness": 0.916433460343882 }, "rect": { "height": 2784, "width": 7329, "x": 9893, "y": 4690 }, "landmarks5": [ [ 1518, 536 ], [ 782, 2853 ], [ 3389, 2633 ] ], "landmarks68": [ [ 1102, 1221 ], [ 7781, 8387 ], [ 3536, 7733 ] ] } } } ] }, { "samples": [ "18de6218-b22c-4caf-8974-acf9ab5c2f25", "9a51d4b6-20ee-4ad1-b440-e9c57fe07e72", "6fb1c8c2-2866-4c20-aca4-a2d2b7db1b4f" ], 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