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": 38, "gender": 0, "ethnicities": { "estimations": { "asian": 0.19242588822223, "indian": 0.996714647262515, "caucasian": 0.331056073331251, "african": 0.774018075126042 }, "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": "http://www.todd-williams.com/", "attribute_id": "be44f4c9-a6f7-46aa-ac25-3cdd8b3e5ac7", "score": 0.250357929618824, "basic_attributes": { "age": 46, "gender": 1, "ethnicities": { "estimations": { "asian": 0.159943157937559, "indian": 0.684052244499127, "caucasian": 0.127701347718955, "african": 0.70617839484338 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "0b344434-51b5-4829-bbaa-f7ad2a1792be", "b6750d1d-540b-4e17-af98-44c5a671febd", "ccd3481c-7938-45cb-a5a8-fda19e8e8a6f" ] }
- 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": "50b603f8-e479-4454-bc0b-3f6fd270212d", "external_id": "UuDvvjzrxqfWTNzyHoBx", "attribute_id": "b939f2d0-d490-4cc8-9e82-133478e6c845", "create_time": "1990-08-07T15:21:47", "lists": [ "dfe56447-00fe-4c54-8810-6c11d115489e", "e2013c01-1c56-4019-a9e5-2f481ef60154", "a2e741d2-01e1-474c-910a-dec0d3d834f0" ], "avatar": "http://barnes.com/", "event_id": "207a68f2-0cde-4e06-8290-5a47969fbf1b", "user_data": "pamelafletcher" }
- 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": "2cc49c3b-d3a9-4f42-902a-072153bf7f7c", "user_data": "81360 Denise Springs Suite 628" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.996514380614194, "face": { "face_id": "59da43f6-8e57-4241-9079-e10171046526", "external_id": "UUcFIvyUjwvJOzIWWFWs", "attribute_id": "a412eae9-b0f7-480f-bfcb-8fb987aff2ed", "create_time": "2003-08-17T19:11:51", "lists": [ "7e49acb0-596a-4a96-8eab-109c4f2e59d1", "4805ad7e-ca34-4a3c-9ccf-da89c437e208", "85aa4f4a-a63f-461d-9713-528cc860db41" ], "avatar": "https://www.daniels.org/", "event_id": "b1e7dde3-f419-4687-b8c7-dffb2953f603", "user_data": "stephencasey" } }
- 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": 0.657773659749034, "face": { "face_id": "0781f7d3-df49-4246-b593-0ca39fcea244", "external_id": "pYJmDFbWVjLNJYSmlYiP", "attribute_id": "50043935-9824-4385-bfe7-c850a78511af", "create_time": "1991-02-01T23:29:33", "lists": [ "2df0671a-a5cf-409f-a71d-77bcad1b08e6", "4d67a724-b7b0-4c78-a474-62215f96abff", "b3a6802f-d168-4b3e-a30e-e1093ea0ad8b" ], "avatar": "https://www.walker.com/", "event_id": "cddac34a-55ed-4fbe-a1fd-3ce3015e7a41", "user_data": "caroline79" } }, { "similarity": 0.560645898888004, "face": { "face_id": "a0d11098-1b7e-4bd2-99fd-47e60d22b601", "external_id": "iaTZsxYmyLkGUkXMXQlY", "attribute_id": "9f8e4d5f-1bc5-4195-b6ac-5e1875e6c279", "create_time": "1993-06-17T05:48:15", "lists": [ "9ce6ab57-19dd-4068-912a-296f3281add1", "0eef0641-c309-4454-8c17-160e8ec9ed6e", "68b6ffc0-bbca-4460-8999-3860bbf03e20" ], "avatar": "http://www.shaffer.info/", "event_id": "308fcb46-2909-4ddd-887d-83a4aa707bab", "user_data": "zacharyjennings" } }, { "similarity": 0.578812554311431, "face": { "face_id": "664a9a55-dfbd-4237-8e68-2164662c4109", "external_id": "bMmqPHewGQkZZxHgPJJc", "attribute_id": "a2f07e89-b4de-4d3a-9389-25ae5bd35658", "create_time": "1987-12-06T17:30:00", "lists": [ "547ea877-964d-4ca1-a2e7-1a77cf76b273", "43eee8dc-71c2-4859-9699-56d87165be8a", "c3223a26-6e99-4523-9e7d-62d4dd52eaa5" ], "avatar": "http://chandler.com/", "event_id": "caca5c61-e2e0-49e2-a902-869519a29b37", "user_data": "sarathomas" } } ], "list_info": { "list_id": "5583ddfd-36d5-44bb-8d9e-a4407e74e150", "user_data": "40152 Hill Plains Suite 957" } }
- 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": "e6b6a5ec-aa18-440f-80c6-3e027ff6fab4", "Luna-Request-Id": "WxIxbekOfVICXEkthpaS", "events": [ { "samples": [ "862cdf29-b08d-4e82-a529-dc46dd16d25b", "71a8ae75-aba0-409e-ab85-7cbbd68cbb4e", "d26b49c3-346f-4829-a779-d8c1279ff68d" ], "attributes": { "url": "https://www.branch-edwards.biz/", "attribute_id": "31e59b87-b6a3-495f-bb93-47537b6981cd", "score": 0.75582853944875, "basic_attributes": { "age": 68, "gender": 0, "ethnicities": { "estimations": { "asian": 0.471258353120108, "indian": 0.120248208894961, "caucasian": 0.400706314905828, "african": 0.903864103564564 }, "predominant_ethnicity": "african" } }, "samples": [ "45ebd933-92e8-411f-85df-1068e2f7d36b", "12d4a058-5cee-4373-b014-ad486fd21fae", "62c47a11-9449-40b6-b8b6-3d86566ea9f7" ] }, "source": "824 Karen Lodge Apt. 326", "tags": [ "dmJnncBXDjpzYqTuNVkF", "BFluyZvmwXvWaiCSwzyO", "IbmcziaMoRvVbaYNVlHL" ], "event_id": "f4034ff3-3057-4ada-ba08-7ba162b97878", "match": [ { "candidates": [ { "similarity": 0.275023299532382, "face": { "face_id": "389e1d08-7e61-4777-9d17-edc47e68c90c", "external_id": "UuwrEfQcxJqaSgAzxSol", "attribute_id": "d385e68d-ef5f-4055-84f3-c373cf333f8d", "create_time": "2014-07-29T00:52:24", "lists": [ "b0f2c75d-7aef-464c-80fe-723c70498702", "97a89f26-fd37-48b3-9a35-c8eb18cb25e5", "a503c646-e6d5-45fd-91b4-822f961e79de" ], "avatar": "http://www.hawkins.com/", "event_id": "2d6cd4be-fc5b-4bc0-9de8-954a0eb771ac", "user_data": "icox" } }, { "similarity": 0.342541638797143, "face": { "face_id": "f80907e2-df41-4f5c-9757-177a21ff3951", "external_id": "yjAmVAMdwXtSqwrXuSRv", "attribute_id": "42a18556-e962-4ab6-893c-acf8dc034c87", "create_time": "1975-03-28T12:24:10", "lists": [ "0546cdcc-e389-482d-be9a-74d7c4b20b34", "0ad6ac89-7049-4b6b-8637-f23008d048c6", "56bea0d3-0cea-4aaa-bd42-95562564b9ae" ], "avatar": "http://www.anderson.biz/", "event_id": "53bd54ad-d5c4-4305-bbcc-a478dfd336ce", "user_data": "stacey62" } }, { "similarity": 0.585524582244577, "face": { "face_id": "9d06baf7-f8ae-4ff7-b99b-102b50b5346b", "external_id": "HtqouGJRTbjTgVemPlSl", "attribute_id": "644c1bcb-b29b-4169-861b-43f6db6487c1", "create_time": "2017-11-27T05:59:42", "lists": [ "7023cb88-111c-434f-a893-3d9d52e7d454", "3df076d1-c62d-4e68-b8eb-f39cebf0b3dd", "e34e5158-3d5c-4b9a-91e9-05cf0a0de405" ], "avatar": "http://www.smith.com/", "event_id": "edaf8d04-4850-4f18-8f4f-6dd039704a5f", "user_data": "dwaynerivera" } } ], "list_info": { "list_id": "56b28700-6248-478b-bb77-2ce428557511", "user_data": "1983 Carrie Expressway" } }, { "candidates": [ { "similarity": 0.101857181554274, "face": { "face_id": "b31c3eaf-7fc5-49c9-923a-6cdba15560a9", "external_id": "jNZvlHZxYTxwaGbJlSip", "attribute_id": "d2532721-76f8-4e71-82c4-efe167bf5848", "create_time": "1992-05-12T06:18:05", "lists": [ "805766d3-f680-44a5-8728-05a384d5cdc1", "30d508de-07b5-4081-a580-80b250b4aad3", "83b9c773-3a43-401e-8562-3dac8f08e26a" ], "avatar": "http://www.farmer.com/", "event_id": "6d20762d-7fc9-484d-89d0-2183f3e91c91", "user_data": "mhaynes" } }, { "similarity": 0.71337203772109, "face": { "face_id": "976019ff-d4da-4a37-8617-838dbcaf9dd6", "external_id": "kWgUZQdbcevnaSDopdDt", "attribute_id": "7faefdde-5c7d-47f4-a10b-e357de8a74c3", "create_time": "1998-02-13T04:56:47", "lists": [ "7eedf253-c099-4f86-ae23-28bd80c84d3e", "20a773bd-ca1a-41fe-ba82-4081faa7021a", "eadd94e9-7dd7-4341-a88f-dcb75a395990" ], "avatar": "http://young-brown.com/", "event_id": "07db710b-9c84-4cd4-9322-2c0ddb95e432", "user_data": "yjackson" } }, { "similarity": 0.996637945851594, "face": { "face_id": "caa1c9cd-093b-4e8c-801a-6e166f0b6722", "external_id": "nYMIQEWFRQcvzriqqruZ", "attribute_id": "4b5ae3b5-8c04-425a-9913-7184669a01cc", "create_time": "2018-02-11T21:20:40", "lists": [ "0aeabe4a-de86-49de-890a-56e931a63df2", "83f04bd2-c78d-4e5b-b626-75d9543091e9", "ec9d64f5-e62b-4ad2-8600-a28881699e4a" ], "avatar": "http://mcgee.com/", "event_id": "8c5527db-e1a2-4074-8809-5a9b80032724", "user_data": "acevedotricia" } } ], "list_info": { "list_id": "c5f7e0c8-b5df-4978-93b1-d0c0ffa03297", "user_data": "88222 Torres Common Apt. 234" } }, { "candidates": [ { "similarity": 0.525291001165964, "face": { "face_id": "a4cd0535-911a-405d-a7af-c153cf89bff3", "external_id": "aYCxLZwgIpNjiwECmoaz", "attribute_id": "98658920-f65c-43b4-90c4-b45d0b40e634", "create_time": "1976-12-28T00:47:57", "lists": [ "d8a4a0c5-80fc-4c0c-a7cf-7a78c3a5455c", "e9ecf6cb-918f-4e0c-80ca-7b32777c5074", "b71eab81-1f98-4ee7-91bf-ae71d327d4d9" ], "avatar": "http://www.hicks-smith.com/", "event_id": "0e2a087f-4150-4367-a4e8-6aba2923dfbb", "user_data": "allensheila" } }, { "similarity": 0.218126114242836, "face": { "face_id": "77e994e2-a85c-4e2a-8b6a-f5b009ebfa0d", "external_id": "dUhOTmCVjRyyznEjLzyQ", "attribute_id": "6167cf95-fb68-461e-936c-12b83bfcfe26", "create_time": "2019-11-21T17:22:17", "lists": [ "e76f48e5-bfe2-426c-90ae-0d8762df7c1c", "df836ff5-396a-44e9-9c95-5b37cbbae766", "49989306-ff12-469f-80c5-7209a4423838" ], "avatar": "http://www.hernandez.biz/", "event_id": "c08bdb3a-8c10-4127-8dee-5725d0b90c9e", "user_data": "pfoley" } }, { "similarity": 0.200450617713205, "face": { "face_id": "ef547757-3ca2-4e6b-8236-81178d58a1ab", "external_id": "DYqwrxXivrTUSVDJDmEX", "attribute_id": "a99ac9b3-acfc-499e-bce0-7b2525edb88c", "create_time": "1982-02-01T04:43:06", "lists": [ "18723a12-398a-4e14-a908-3c94b75bf8f2", "8ba4752f-0230-4d91-a7a7-19571eb12609", "9bf216e3-13df-4680-9e7c-52396714fcab" ], "avatar": "https://richardson.com/", "event_id": "bb3288f7-bb0d-4b35-b079-0009d3f277f2", "user_data": "jeremy22" } } ], "list_info": { "list_id": "ca0532a7-f3a9-48b0-93d5-64532f2ba967", "user_data": "539 Julie Ferry Apt. 846" } } ], "url": "https://patton-hays.com/", "face": { "face_id": "d8bf29fc-ef85-4717-b8a9-6b8007c10cf2", "external_id": "HKgHslDMlRlsZSYpvtho", "attribute_id": "f9056259-3d7e-4131-91f6-0d2bab97b06b", "create_time": "1990-02-22T07:22:49", "lists": [ "2201a7e3-a441-4d3d-a77c-2113132d9037", "cac30bfa-52ce-4dbc-98e9-f55b652c0025", "d1cef0fa-112d-4adc-9a65-0f876f583bc5" ], "avatar": "https://martinez.com/", "event_id": "f29cf934-0e2f-4290-941c-280a596635e1", "user_data": "michael65" }, "detections": [ { "filename": "TnbLQuehtDwDOAEJznfe", "sample": { "url": "https://hansen.com/", "sample_id": "84407b60-64e6-4e52-83c8-d46a1a9e738a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.650635666627205, "dark": 0.73860992445456, "saturation": 0.323848519978258, "blurriness": 0.105926034662356 }, "rect": { "height": 3258, "width": 2059, "x": 5106, "y": 5777 }, "landmarks5": [ [ 5794, 8811 ], [ 8909, 589 ], [ 9262, 4130 ] ], "landmarks68": [ [ 2870, 9152 ], [ 12, 9545 ], [ 8737, 9094 ] ] } } }, { "filename": "FGvzmSQQgMHsPJNrftnD", "sample": { "url": "http://www.woodward.com/", "sample_id": "f2b64652-4439-4764-8ca0-1f8a9bf7f1d2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.535164992175929, "dark": 0.255843200059306, "saturation": 0.993864383829657, "blurriness": 0.917234331375133 }, "rect": { "height": 5539, "width": 2044, "x": 3353, "y": 2653 }, "landmarks5": [ [ 497, 7727 ], [ 4383, 4197 ], [ 4427, 9628 ] ], "landmarks68": [ [ 9967, 4972 ], [ 3973, 6156 ], [ 8335, 6806 ] ] } } }, { "filename": "KMncejYwlzVWONkTUJkJ", "sample": { "url": "http://brown.com/", "sample_id": "2cb3c1c7-6220-4927-9857-ff767f0dba61", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.743854719885315, "dark": 0.171326820581142, "saturation": 0.531471396971191, "blurriness": 0.472728760478717 }, "rect": { "height": 1554, "width": 2547, "x": 5471, "y": 8709 }, "landmarks5": [ [ 5785, 4528 ], [ 6626, 5985 ], [ 641, 6160 ] ], "landmarks68": [ [ 8507, 8004 ], [ 9137, 5766 ], [ 8528, 9055 ] ] } } } ] }, { "samples": [ "dc2e3f84-5dcc-4108-a9f1-b32e6f059c3e", "2b023f67-1c9e-4831-ac2d-2bbb40644b32", "a7ae850f-d299-447c-8a14-9758162b326c" ], "attributes": { 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