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": 52, "gender": 0, "ethnicities": { "estimations": { "asian": 0.927834490886678, "indian": 0.613284609379213, "caucasian": 0.8600211241072, "african": 0.487240220344348 }, "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": "https://www.nelson-choi.com/", "attribute_id": "34bfebae-8ecc-4d85-aa0a-e779b00d0f8c", "score": 0.463843162204423, "basic_attributes": { "age": 35, "gender": 0, "ethnicities": { "estimations": { "asian": 0.304771510570136, "indian": 0.313987800083451, "caucasian": 0.80922285940389, "african": 0.459992431159272 }, "predominant_ethnicity": "african" } }, "samples": [ "d60cccae-c87f-4433-9c52-4c9307e47fef", "4bf71466-3709-4aed-adf4-b35041aeda2d", "ee77daba-6e77-4aeb-83dd-40bdcead89eb" ] }
- 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": "57c6a815-80f8-4b6b-9a8e-9d1de55cfdbd", "external_id": "SMMUSZRiOdFxmgeFUaBF", "attribute_id": "20b8681d-802e-43f5-a46a-b8e09c050321", "create_time": "2005-02-16T11:58:54.629967", "lists": [ "e214d06f-f87e-4d3d-8fc5-f3758533ae19", "60b6a235-b881-4ed6-bf59-2dd33e390abf", "29c09905-4f19-47a2-b922-a7e88d8aa91e" ], "avatar": "http://mills.net/", "event_id": "6390d9d5-78ed-4d36-a85c-5e098d8a5692", "user_data": "hsmith" }
- 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": "9ab2101a-c6b8-4f40-bd1a-9864c1a99a3f", "user_data": "76615 Tyler Port Apt. 825" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.560683402803407, "face": { "face_id": "ae3cfb57-8f6b-4eba-9c33-df83c0d137e2", "external_id": "XdHYWtxacSZcwFMNrpxF", "attribute_id": "c80c6008-85c2-42e7-ab97-26af47e02ca6", "create_time": "2007-02-14T13:13:29.409615", "lists": [ "64151a61-aef8-4ca7-a598-c3c9bd07fd46", "61602387-303d-4037-b7df-828a3412b314", "d734d86f-bda3-4872-9b13-ecd17da1b709" ], "avatar": "http://www.wright-watkins.com/", "event_id": "a5eb3b8d-9848-4acd-b787-86c43e037182", "user_data": "donna27" } }
- 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": 0.711951263044702, "face": { "face_id": "ce37756b-f33b-4500-8a1e-368f889a2b91", "external_id": "jLIjBLxqlZImmPYzUafj", "attribute_id": "13535121-683d-4bc6-9ff0-21b864a2a4c3", "create_time": "2018-01-19T19:30:49.225027", "lists": [ "554690e1-c738-40f3-895c-63f9bd2dd23e", "4ac5fb55-3882-4751-b9cf-4cd7d6ba23d2", "08f82a76-dfdb-4b14-9074-3d2e1238885b" ], "avatar": "http://kane.info/", "event_id": "9e03c75c-e10d-43ed-88ba-9dd091a0f365", "user_data": "zreyes" } }, { "similarity": 0.289542816879696, "face": { "face_id": "f1e5e37a-1390-4fd6-9ba5-d55a7b5a94e2", "external_id": "yaulMWjQRbccGkDPvBUu", "attribute_id": "9853def6-4fb7-482b-86f6-36bdde58a10b", "create_time": "2002-06-17T06:06:53.676621", "lists": [ "102bd9f3-fd73-426d-bb98-a1812df43b6b", "81d52b76-a0f3-4730-ae60-fc6b33554417", "d44f935a-de8f-4463-9df9-1f55328ea2f2" ], "avatar": "http://www.bell.com/", "event_id": "c9d6e810-944e-48b7-8ed7-0922fe65e4f3", "user_data": "llyons" } }, { "similarity": 0.446341079050038, "face": { "face_id": "60cfc5d5-2f98-4a08-958d-3777df672882", "external_id": "ipwNhZdhzlYfgohJAVCr", "attribute_id": "9ae04f80-cbf7-40e7-a4b6-02419c1303fe", "create_time": "2015-06-24T11:32:23.296831", "lists": [ "0a19a3b3-7bad-4f18-b2a1-246ef87d514d", "81f56115-0c38-41fe-a20f-d3a1a74d78e4", "564d5681-a11d-47bd-a529-c61128e091d9" ], "avatar": "https://kelley.com/", "event_id": "076da5b1-1cbf-4b0a-bb6b-001b4a1049ad", "user_data": "stucker" } } ], "list_info": { "list_id": "89457fe0-0f5d-460f-aaca-917e9122c2c7", "user_data": "4439 Hughes Forest Suite 197" } }
- 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": "5e46e821-623a-4502-a0ed-7f366cc9d571", "Luna-Request-Id": "hYNmVRqgeFWYwGtzFCut", "events": [ { "samples": [ "897529d3-a80e-4c16-8448-24ed5a5eeb17", "b394eb82-617f-4bae-b9c6-d7160f034684", "909c2a20-5d2f-4ba1-a990-c2ba0af10d04" ], "attributes": { "url": "https://vasquez.com/", "attribute_id": "cd7308d0-51ce-4edf-aecc-5ea0338d0546", "score": 0.644007842433299, "basic_attributes": { "age": 60, "gender": 1, "ethnicities": { "estimations": { "asian": 0.46316121653797, "indian": 0.549898901552775, "caucasian": 0.956552711214297, "african": 0.626957152554394 }, "predominant_ethnicity": "indian" } }, "samples": [ "b2dc8819-0ab7-4d4d-96a6-2d350cc4d234", "6d332e93-b2fb-479b-9413-08462b5ec3c2", "9fb5d044-3eb2-4eab-91d2-d3d980800356" ] }, "source": "7045 Richardson Loaf", "tags": [ "wsobsiKMvVtUwmtirjyF", "rDBHDudmiGkTIiTNnnsM", "yoJPLQCDvwCFLpFwZABu" ], "event_id": "62cd48af-47b4-4481-b771-565040533c70", "match": [ { "candidates": [ { "similarity": 0.817735946339477, "face": { "face_id": "26a203a4-530d-4be8-950c-ab501d94725e", "external_id": "BRiznxccJLVsSuQcIwJm", "attribute_id": "730040cd-f194-44a5-8c2c-5d68142dc4b8", "create_time": "1976-06-26T12:14:41.024032", "lists": [ "2a525e2b-e6be-437f-9943-e1735b0f9f28", "b21b6e6d-d1a5-424f-a6fb-80c4903c2803", "7f46f05c-1c24-402f-8710-a2785e68de6e" ], "avatar": "https://www.kelley.info/", "event_id": "29f1eb4e-fb81-4fda-854b-f2a9ba7016cb", "user_data": "daniel80" } }, { "similarity": 0.840298007860576, "face": { "face_id": "2b521b13-66d3-4672-bc2b-1e855620eb53", "external_id": "BiPnzpIbeVuwJRsSmeYr", "attribute_id": "77432148-a018-4501-a66c-f1230340c10b", "create_time": "1988-04-21T09:43:10.643036", "lists": [ "ba1ccb3b-5817-4825-a337-ead3f105e499", "fb5405c0-a093-4c1a-8674-f1ebffef4539", "85b572ac-4204-4ef1-ad2f-ecf4e4901cfa" ], "avatar": "http://www.walsh.org/", "event_id": "aff39086-8b64-4015-a746-bdb9f63d6cc2", "user_data": "robin64" } }, { "similarity": 0.356747142029404, "face": { "face_id": "b11130c5-edd0-4e7e-8a7c-cc85a22dd920", "external_id": "CRKDKwsXbjXPozCsuIXl", "attribute_id": "3329621c-9bdc-4031-9afc-944b4816db9e", "create_time": "1990-08-15T07:36:38.938883", "lists": [ "6d9a6317-b4bc-431d-90c5-d20ec17af576", "d444b5b4-7a1d-4133-a506-0d93cc31feb8", "29c849c0-69ab-42d1-b983-03011c52d672" ], "avatar": "http://www.farmer-elliott.com/", "event_id": "b2bd5dfc-3e95-481c-a4ee-d8eb64618cd0", "user_data": "jonathan55" } } ], "list_info": { "list_id": "5a784294-c76c-4f66-97fd-9bde6d0a7416", "user_data": "48288 Marcus Rapids" } }, { "candidates": [ { "similarity": 0.817652491140433, "face": { "face_id": "ce8fefa1-29a8-4b4a-87b4-713bb5c27c01", "external_id": "kKLOpjbBpkJLfadTJThA", "attribute_id": "e46f17b4-b2d2-4572-829e-e7e57645fcf6", "create_time": "2013-06-22T17:45:37.037384", "lists": [ "7fc83061-1976-4009-b59c-561e845b7ebc", "7c835766-617c-458a-861f-24de5ca6dec0", "b5dddd43-e039-4089-a172-86cb7eb2b4dc" ], "avatar": "https://cherry.com/", "event_id": "d940b491-4ce9-4e52-896a-5b9f51585561", "user_data": "garzagrant" } }, { "similarity": 0.657473130077514, "face": { "face_id": "53c7078a-cc30-4698-a14a-6bb734208497", "external_id": "FZKmDGwLzDtfuQPEPkNb", "attribute_id": "1509223e-2da0-4ee2-8c65-0ff19a5f0e03", "create_time": "1986-03-02T06:55:00.005506", "lists": [ "48f5fca6-d2b6-4b98-902c-36356fac631c", "ee9aa4a3-e813-4ec6-86ab-ff2fe10300d7", "1e078058-e6d6-4508-9b64-f799038b3eca" ], "avatar": "http://mcmahon.com/", "event_id": "3195018e-2af6-4401-b083-c0fd08f96a47", "user_data": "margaret34" } }, { "similarity": 0.120709064670417, "face": { "face_id": "46fee29e-a679-4e2c-b3e9-6c75f1a2f131", "external_id": "LBQUkmDEUhJFoIPhOhFH", "attribute_id": "97eb8b19-7fa6-4c18-b873-8d9bace335ec", "create_time": "2017-04-02T17:30:25.812176", "lists": [ "1c834eab-703a-4ac2-a9bf-88a98002d57c", "38724b76-a0de-45b6-97c6-b71941d1ae3b", "914a758a-0c0e-4ffc-90d3-51417d55c062" ], "avatar": "https://young-robles.net/", "event_id": "0b886343-3219-4ae6-b4e5-0f695e1fa111", "user_data": "gmartinez" } } ], "list_info": { "list_id": "20a4354f-7704-4efd-af53-2b096568d53b", "user_data": "53245 Bender Stravenue Apt. 969" } }, { "candidates": [ { "similarity": 0.766748402458705, "face": { "face_id": "3ffdf245-d4bd-4576-8207-f6bc03f2a268", "external_id": "ofZKXeETnaUXjxTvKpyF", "attribute_id": "9fc45140-2a90-4595-9a2c-495f89857f89", "create_time": "1985-02-19T20:29:02.445370", "lists": [ "ee024b4e-3938-4899-8eaf-b1d7d47c72b4", "a2c9b844-0c77-46ca-ba0e-ea73270d7a5a", "1b08598e-0d33-4de5-a207-2c0ed6db8686" ], "avatar": "http://www.holmes-mccullough.com/", "event_id": "76312464-e93a-49a3-bbd0-0d593d86e70e", "user_data": "michaellee" } }, { "similarity": 0.808000157582796, "face": { "face_id": "858079f0-f26d-4aaa-9646-01194c0cb6c2", "external_id": "pFffbKkSUrnTNAalmjZR", "attribute_id": "df0945d6-1c2f-4a3a-be45-50a70aa98e7b", "create_time": "1982-11-05T10:11:43.745747", "lists": [ "5cf0b799-5d6f-4a08-9b81-cbb5a716d2dd", "f4ab5ecd-b88f-4a05-9856-5cc405c22e5c", "c35755c8-b469-4484-91b1-669e94365ce0" ], "avatar": "http://www.holmes.com/", "event_id": "9f0037e1-5275-4c55-9de0-889aa4444bb0", "user_data": "brownlaurie" } }, { "similarity": 0.443387704533455, "face": { "face_id": "8dbaf00e-aa03-4f07-a8d7-bdaa31ee8386", "external_id": "vnGmqPCVwGCoXJpIJvPx", "attribute_id": "8985ab65-eed8-4b09-9c13-75864111b765", "create_time": "1976-05-06T19:18:39.608732", "lists": [ "b4049fdc-191c-4b63-928c-15fc2322fb5a", "5146835e-dda1-442c-af62-6ae213b2e494", "851d8ff3-1526-4547-91c4-209d3c820148" ], "avatar": "https://fleming-smith.info/", "event_id": "f83bb91d-dc97-4438-85d3-2e885a79c4b4", "user_data": "brandon52" } } ], "list_info": { "list_id": "63785526-c366-4fef-8a96-2beaa969ed5c", "user_data": "1050 Terri Green" } } ], "url": "https://www.charles.com/", "face": { "face_id": "7831f065-9e27-433f-9a95-af481bddff0a", "external_id": "DplKmKjjrguVOnSJaaIv", "attribute_id": "e0e47610-183a-49d1-ae5d-8808ac0cd832", "create_time": "2006-11-30T00:39:44.107049", "lists": [ "987ed2b4-eaaa-4304-9516-f286b02cfd40", "5d108c7d-8551-4d4f-8902-ac996c1f407f", "1a14c26c-6f7b-4ca6-9583-8e51121bee03" ], "avatar": "http://guerrero.net/", "event_id": "091fec77-a1d0-4411-921b-6bd559ab12d7", "user_data": "carlyhoward" }, "detections": [ { "filename": "ZicHcNoMTWlfcUsiHkuf", "sample": { "url": "https://elliott.com/", "sample_id": "ab634c39-da60-44ae-b2a4-1e0d0c99b226", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.843448083250048, "dark": 0.939630424426018, "saturation": 0.896477779073753, "blurriness": 0.338647956562608 }, "rect": { "height": 4904, "width": 8922, "x": 4062, "y": 2164 }, "landmarks5": [ [ 8184, 7530 ], [ 5450, 6326 ], [ 5499, 496 ] ], "landmarks68": [ [ 1346, 3434 ], [ 3706, 7922 ], [ 1460, 8526 ] ] } } }, { "filename": "FbJCjrquFgsLrIRMYuiO", "sample": { "url": "http://www.logan.com/", "sample_id": "f15b702a-c142-4c55-b0ee-f382ef672036", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.62279108388565, "dark": 0.23276252012657, "saturation": 0.41343888722785, "blurriness": 0.47721872249003 }, "rect": { "height": 9852, "width": 7306, "x": 8998, "y": 7974 }, "landmarks5": [ [ 3475, 1664 ], [ 7507, 7297 ], [ 7939, 1274 ] ], "landmarks68": [ [ 4964, 3222 ], [ 1307, 7094 ], [ 4580, 9497 ] ] } } }, { "filename": "WoQVFYMIFdpDCMrMHOox", "sample": { "url": "https://www.allen-chase.biz/", "sample_id": "0a4285a9-7443-40cf-b877-9e3e87116abb", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.40335231019377, "dark": 0.659420268622104, "saturation": 0.80446073704644, "blurriness": 0.455363130124059 }, "rect": { "height": 8377, "width": 8214, "x": 621, "y": 6738 }, "landmarks5": [ [ 1661, 5279 ], [ 9147, 3100 ], [ 8089, 3789 ] ], "landmarks68": [ [ 373, 7942 ], [ 1399, 652 ], [ 5987, 5292 ] ] } } } ] }, { "samples": [ "b349b273-d432-4f6f-a63d-1b49e6deb375", 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