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": 43, "gender": 1, "ethnicities": { "estimations": { "asian": 0.108575937480114, "indian": 0.219569415998821, "caucasian": 0.320353087612041, "african": 0.843803734155662 }, "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://turner.com/", "attribute_id": "81caa3b5-58a0-4d07-9c1e-da9ae7e828e2", "score": 0.978182510173727, "basic_attributes": { "age": 3, "gender": 0, "ethnicities": { "estimations": { "asian": 0.88590717726487, "indian": 0.75739026672185, "caucasian": 0.680014487448157, "african": 0.78960527691938 }, "predominant_ethnicity": "asian" } }, "samples": [ "1fc1cc46-02ef-4c65-b3e8-ab7815ee9368", "d9f044a0-c61a-4a55-b159-fa9c88aa7b30", "60ddffaa-2381-4caa-aa16-2988299bf0a1" ] }
- 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": "4d83e14b-47c1-49a7-b37f-5ea0be8e4d60", "external_id": "rjVaRjjajonxMRmDKqrc", "attribute_id": "eafce2d7-816f-4b32-a682-82f3de6df554", "create_time": "1970-04-21T18:54:11.258302", "lists": [ "d46f0789-89b3-49cc-a941-8b37961c6063", "7fabab6d-7c3b-49e1-aeba-a7711b5c2950", "8240972f-d6cb-4c77-ad76-9e276276b96d" ], "avatar": "http://dawson-roberson.com/", "event_id": "7aefac57-e381-4769-b270-7ee1b2bc2a5b", "user_data": "ryan02" }
- 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": "1c424553-f20f-41e5-94ca-a9f32f588297", "user_data": "5834 Smith Bypass" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.493294609205765, "face": { "face_id": "eb8df0ca-4bd9-4060-9e73-48e33e9d4cbe", "external_id": "bdqnhsmxjOVTDVQgWwmL", "attribute_id": "80893218-e365-4d21-98fd-440e0141b452", "create_time": "1998-07-04T06:10:45.486326", "lists": [ "3b2258c1-89cf-408f-a5f6-1c8358565e00", "f9f702ea-0818-43bf-890a-666559da383e", "0a1ed7e1-7750-4819-8ea1-01d249c923a3" ], "avatar": "http://leblanc.net/", "event_id": "a64fa8ed-7a0b-4df6-a883-06e67f6889a3", "user_data": "nicoledixon" } }
- 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": 0.565431401688323, "face": { "face_id": "340c3a20-5241-4a4f-b038-89d249053243", "external_id": "iCSMWJXYWMQZkdADrxLz", "attribute_id": "b045c352-7257-4dca-8ed9-4b2c8c1bc317", "create_time": "2023-01-11T10:57:29.522178", "lists": [ "019abebd-b4e9-4076-bd7c-c740cca35d24", "e842fc2a-8263-4306-882e-1389b6ecae23", "39e97514-2488-40b7-87fd-d669c790191c" ], "avatar": "https://williams-hardy.com/", "event_id": "32231037-93d0-4e72-861e-91e895312244", "user_data": "hullanthony" } }, { "similarity": 0.702500227613271, "face": { "face_id": "02771cf7-ecb1-4e50-84ac-0649631af17a", "external_id": "xHdnBNlpHpFPWWdZVfWA", "attribute_id": "e1693a02-784b-483f-ab77-d871ec47294a", "create_time": "1995-02-10T09:28:52.616228", "lists": [ "1cfbb135-d4fd-46e5-9964-5a48f7696222", "0dd966d0-6111-4f4c-81b1-74ee58382418", "823f7937-3f8d-4a92-a0af-36e684d20b18" ], "avatar": "http://thomas.com/", "event_id": "943ad827-5ee9-4a80-b4ba-2975a42d943c", "user_data": "elizabethcoleman" } }, { "similarity": 0.843322565046382, "face": { "face_id": "48cb6aef-32e1-4fe7-a79b-160780dc4598", "external_id": "VmQMtOCMiznBxPOpZMqP", "attribute_id": "8863f729-1f3f-4ef2-b8b0-bb5834191e9c", "create_time": "2023-07-08T18:09:47.717061", "lists": [ "efd58741-ba11-4d32-a3d7-379a462ba537", "13b09b1b-e428-40e9-8be2-923a3913d605", "5932a109-0295-4628-a9c5-265c6c8bed8d" ], "avatar": "http://www.martinez-smith.net/", "event_id": "13e270e7-4c60-4411-b94c-3237177479bf", "user_data": "mmanning" } } ], "list_info": { "list_id": "0f8d17fb-3688-469e-bf1b-40764bb2ea3d", "user_data": "263 Keller Divide Apt. 811" } }
- 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": "877ad491-7afc-4397-ba71-b99817365984", "Luna-Request-Id": "IEyqDfFYDYAABKCKLQGA", "events": [ { "samples": [ "be71728f-1c15-4aed-ac86-b89ed52d53d4", "7a045dc9-ae67-405a-97bf-87eaef83de08", "dc701dfb-a7d0-43aa-a7b7-c104d2a9cc20" ], "attributes": { "url": "https://www.york.org/", "attribute_id": "8fbe7fb5-b0eb-46e3-8ac0-7e46779a157d", "score": 0.767878016171994, "basic_attributes": { "age": 60, "gender": 0, "ethnicities": { "estimations": { "asian": 0.32070800073365, "indian": 0.304701199646879, "caucasian": 0.765082636587971, "african": 0.544769222308107 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "e35101d2-cd60-4cd1-8ab1-c7b5e92b28a2", "9e152d8b-e546-4198-826e-6ba1e6c37af2", "2fe6b004-0add-4f29-941f-cfcc532d6a28" ] }, "source": "6722 Olson Haven", "tags": [ "RxvuMKClbpniOQOVQSps", "PMYxeQSHUVkLJOKxkMnF", "JNnVPiBSrpKqGzNJvlzQ" ], "event_id": "77b319d7-6a62-4df1-89a6-eed86c4716cb", "match": [ { "candidates": [ { "similarity": 0.907039317943992, "face": { "face_id": "0bc5a4fd-04af-4da5-bdf5-7a7c150afdfd", "external_id": "QXHuAxWDwRTZRWHcaDhm", "attribute_id": "717d3eda-77c5-4a20-9a52-94f028753837", "create_time": "2010-02-22T07:57:50.673290", "lists": [ "dafb9e4b-3272-48ef-a877-359064406a06", "0fd3a3c2-9570-432d-83e4-c8dd08edaf9d", "52cf5ee5-787e-4856-9d6f-64a036e38c52" ], "avatar": "https://gordon.com/", "event_id": "573a7026-a528-4416-a118-6295898de26a", "user_data": "hgarza" } }, { "similarity": 0.238089586893096, "face": { "face_id": "77807418-76f8-4df6-a0b3-e9d9df2d942f", "external_id": "rJaEvyUbsLmeRSCMRhIv", "attribute_id": "b4633fac-9d41-46cf-99c3-7e7f335ee553", "create_time": "1974-11-04T20:06:13.353358", "lists": [ "a0626d0d-0772-44f6-863b-90f9db473048", "11530cbd-b212-4099-b85f-38a003ff2fb2", "bb2df298-5c7e-4dd8-bab9-28350d9c8d60" ], "avatar": "https://hart-robinson.net/", "event_id": "7a625a8e-b8fa-4147-b67c-d0657ed4e2e0", "user_data": "justingarcia" } }, { "similarity": 0.655063233740689, "face": { "face_id": "7060512e-94ba-4e82-a9c1-c0a4d589972b", "external_id": "GfSsXuIPhskuxlZxsBdD", "attribute_id": "9f4da828-372a-475e-a764-bf121c2d96ad", "create_time": "1984-05-10T11:34:22.578162", "lists": [ "9302fc2c-7f12-49c0-a4a1-0530e229fc5f", "d5edc5b7-4745-4c52-a679-25c4e39d2c3f", "c35d903a-d4e7-436e-b8fc-29690398fe1d" ], "avatar": "https://www.burch.com/", "event_id": "65c7fc0d-90a9-4996-896d-fee0803a0e2b", "user_data": "wesley65" } } ], "list_info": { "list_id": "70708355-415a-41a1-ae16-654471a8d9f1", "user_data": "4026 Yvonne Loaf" } }, { "candidates": [ { "similarity": 0.54240284834617, "face": { "face_id": "34e22092-22d0-4ce7-a7c1-e7a7f900cc9b", "external_id": "clVklQmSHCbONKokSZDh", "attribute_id": "c0cdf39b-5798-4b4f-bb7c-c46370eb3d41", "create_time": "1983-02-24T16:23:16.374021", "lists": [ "6ae09689-8559-4b2b-bd07-ee5cf1670358", "3d7c4600-9db0-4cc1-a6e8-b29d193d1c15", "3de40e7a-acb8-4cf6-b6ce-f5dea382b66d" ], "avatar": "http://clay.info/", "event_id": "83f3cdf6-b4d1-48a9-ad11-94197c9cb4b9", "user_data": "michael03" } }, { "similarity": 0.39070458534706, "face": { "face_id": "db5b3ae7-3712-40ed-9f24-a94ed8ccee03", "external_id": "XiueppFPyJScCSlPpQLx", "attribute_id": "7cae1be8-6111-42b8-9b1b-48656e87b79b", "create_time": "1971-06-28T00:32:42.354885", "lists": [ "5a337aa4-3d27-422e-9416-dffb8fab41e8", "921705e9-d12e-408b-9f9e-5c1c29c03b8b", "7b236475-f370-42bc-9ea9-fd443e175c22" ], "avatar": "https://www.holland.com/", "event_id": "c580433d-f7dd-44be-a69e-d6f767f71493", "user_data": "carolward" } }, { "similarity": 0.458627635235859, "face": { "face_id": "83d70512-d96d-4b10-aac0-b7d2c4be0804", "external_id": "uFmFfbGdZkjALlSKuVeX", "attribute_id": "837f6312-5f8b-4ecd-961d-e32ca381287c", "create_time": "1992-03-20T23:22:54.709007", "lists": [ "ec0e8e5b-b765-4704-b8ad-071a1d9990d8", "30d3d103-b779-43fd-9ddb-4e88b27b3955", "45061e5d-feff-477d-a285-33d912323a3e" ], "avatar": "https://www.bowers.info/", "event_id": "00311184-e0ac-4ed8-bf47-6609db4af4bb", "user_data": "ashleygriffin" } } ], "list_info": { "list_id": "db212f62-8934-40af-9809-42bfd5bf7c6d", "user_data": "2766 Callahan Fork" } }, { "candidates": [ { "similarity": 0.128334201312946, "face": { "face_id": "4375acbe-f93c-454d-bed7-dd187685b735", "external_id": "msmLKYLatadftGXoHzFH", "attribute_id": "a4c2f5b8-98f0-4d6a-bf50-e9c5abfb599d", "create_time": "2024-02-19T06:48:03.422371", "lists": [ "60744352-8172-4416-a631-4dbcfefe5035", "ca2d4417-f345-4b63-8aee-1e9926701840", "26be9c5d-c465-47fc-a4df-6447e25a0968" ], "avatar": "https://www.christensen-yu.com/", "event_id": "f0358907-3807-42d1-8fc8-83b5307270df", "user_data": "fosteramy" } }, { "similarity": 0.35443982831231, "face": { "face_id": "56ea525a-69e3-40ce-88f0-60df11104e11", "external_id": "yITynkDnmjtqpieauQMU", "attribute_id": "bc74aaea-a8aa-479a-8e31-64ee06fed332", "create_time": "1996-07-25T00:22:43.747893", "lists": [ "6238223c-2576-4432-b43e-465c794ab3d2", "d095940e-7278-452c-8898-57268fb85f16", "a829bbcd-0a0f-4747-b27e-66d457abf204" ], "avatar": "https://www.patterson.com/", "event_id": "92e0d7cd-2436-4c3d-8b56-4d6c79953317", "user_data": "richard45" } }, { "similarity": 0.779733496299768, "face": { "face_id": "4af4bb44-efb6-4561-bc84-1546beb1c37f", "external_id": "yXCvRnJjiPNlWvodBouu", "attribute_id": "4248a9cc-0c17-4d49-bc3d-b8a1ca53226b", "create_time": "1988-02-15T14:56:58.092650", "lists": [ "996cd508-9d61-421e-af31-65e7efdcd672", "8f707b4c-58b3-4102-94c1-7eb8dc8f3292", "a8e42696-c9a7-4cb2-86fe-17194c95f18a" ], "avatar": "http://www.robinson-logan.com/", "event_id": "64f139fe-e311-4802-940c-ab5dfa7ba043", "user_data": "greenlee" } } ], "list_info": { "list_id": "ab10ce1e-4a5b-4903-9a31-b68ba0627abf", "user_data": "85633 Carrillo Ports" } } ], "url": "https://estrada.com/", "face": { "face_id": "5c8cfd40-1f35-4855-bc49-65830432dfc3", "external_id": "QVHdeFnEmaFFxmLPULcr", "attribute_id": "54378674-c2a6-4152-b932-43311481323b", "create_time": "1970-06-02T01:53:57.511046", "lists": [ "3e545a8c-c9b1-4fc1-a6a7-037cd7b808c4", "efd32a20-0c85-4a50-8409-9b47ba4a7252", "7c6466f5-7b00-433f-a4bc-2d313457afdb" ], "avatar": "https://myers.com/", "event_id": "3e4dc76f-bf2f-407c-b033-97735b67914c", "user_data": "dfernandez" }, "detections": [ { "filename": "qfSaXlBxlLRigOFgROap", "sample": { "url": "http://www.richards.org/", "sample_id": "d3369363-a63b-46e1-a320-205a6d4631a9", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.953125203295731, "dark": 0.782403423924007, "saturation": 0.742621124600601, "blurriness": 0.42302370663772 }, "rect": { "height": 6586, "width": 9235, "x": 1647, "y": 372 }, "landmarks5": [ [ 3813, 6130 ], [ 1095, 3753 ], [ 8070, 593 ] ], "landmarks68": [ [ 1536, 3807 ], [ 676, 4845 ], [ 3955, 4528 ] ] } } }, { "filename": "RSUWNXGuHauZRPXpjHPZ", "sample": { "url": "http://www.ramsey.info/", "sample_id": "69f6ed31-574f-44a8-8cba-576664dc4ddc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.286321867774984, "dark": 0.536108890207981, "saturation": 0.150127071746722, "blurriness": 0.844957121917647 }, "rect": { "height": 4198, "width": 9237, "x": 3573, "y": 1013 }, "landmarks5": [ [ 1753, 9977 ], [ 2120, 5585 ], [ 4671, 1507 ] ], "landmarks68": [ [ 7120, 8586 ], [ 5826, 3756 ], [ 9056, 1272 ] ] } } }, { "filename": "QhBFNaTXFMmQEkWlYZwL", "sample": { "url": "https://www.bryant-douglas.com/", "sample_id": "bdf53039-98fc-4999-9fdf-3cc9d21f80cc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.607268508917824, "dark": 0.460070016173496, "saturation": 0.497176118914927, "blurriness": 0.349203413910621 }, "rect": { "height": 4887, "width": 938, "x": 9499, "y": 806 }, "landmarks5": [ [ 6552, 7184 ], [ 3492, 4814 ], [ 6342, 9879 ] ], "landmarks68": [ [ 481, 8367 ], [ 7311, 2198 ], [ 2114, 2076 ] ] } } } ] }, { "samples": [ "351170b5-f956-4150-8368-7fa7fbc778e0", 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