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": 99, "gender": 1, "ethnicities": { "estimations": { "asian": 0.217439377375019, "indian": 0.959095336125833, "caucasian": 0.74855814542485, "african": 0.607904201327289 }, "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://www.mitchell-ryan.com/", "attribute_id": "16914f70-dee5-49d3-83fd-a417a3cd6351", "score": 0.425902319691365, "basic_attributes": { "age": 49, "gender": 0, "ethnicities": { "estimations": { "asian": 0.7577669515714, "indian": 0.633521192828453, "caucasian": 0.187660709806972, "african": 0.913152381720865 }, "predominant_ethnicity": "african" } }, "samples": [ "2fced48e-a8fb-4bfd-8b33-06e7657e2a36", "6ed7cc92-b4aa-42cd-af4e-ce084cbe2393", "7eefa70b-dcd6-4549-a670-4fd1d3b9aed4" ] }
- 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": "88d665b9-574e-4e4f-b1a2-e6899cc31007", "external_id": "hyDLupqfTakkxFwvFsgj", "attribute_id": "17ef612d-f36b-457d-8984-cb4e8088f255", "create_time": "1972-09-17T10:17:44.163707", "lists": [ "ee689113-ce98-4497-967d-58a1c9db5f50", "f1597329-2dc0-41ae-9758-8dc3abf8cb7f", "e4a67754-3a44-48bf-9955-39fc7a992448" ], "avatar": "http://moss-stewart.com/", "event_id": "c4630e76-a384-41fa-875c-c2ef0507e7a6", "user_data": "charlottewhite" }
- 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": "403d36cd-7dba-42d9-b672-2727bd62df59", "user_data": "4121 Kimberly Grove Suite 086" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.329417740521254, "face": { "face_id": "a471de0d-3c32-4746-bc33-8583b21f6aa1", "external_id": "phSEFVvWRDDmDmbmMgZq", "attribute_id": "b851bab5-ade9-49ac-8a65-c39867731c17", "create_time": "1999-08-16T21:05:37.148938", "lists": [ "2b19dd26-0d00-4861-a091-1be0551da673", "ea746d8c-0f57-47e6-814e-d1f98454dda8", "17ed82f9-1bc3-44c9-a1d3-25758c28bddd" ], "avatar": "https://morales.com/", "event_id": "f48a330d-c088-4074-a7f1-595a37b4e82e", "user_data": "pagecharles" } }
- 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": 0.398367496910641, "face": { "face_id": "fb0d0db3-a90b-45d1-8cf2-188ce37ef1b5", "external_id": "MHatncRyhtQtmfUxBENO", "attribute_id": "dcd33f45-b8a1-44c8-a8d4-b3595269734d", "create_time": "2014-02-06T20:05:40.310472", "lists": [ "2262e023-89aa-4b8a-b0e5-d43b17d86f63", "6cc65874-933d-44af-a585-a7f1164099ab", "fa02e421-a2c2-41e5-a3d2-4a331e1de56a" ], "avatar": "http://www.lowery-sanchez.com/", "event_id": "6c45ca1d-b153-45dc-9260-ee4b39dde77f", "user_data": "escobartravis" } }, { "similarity": 0.117515294174645, "face": { "face_id": "c9b4169a-4b6b-4cc7-b1ae-d12b1f87a7fb", "external_id": "gvHXsMkBbvDcoEZCoiIz", "attribute_id": "44a91806-4225-4d45-aa9e-8f6d1d2bde14", "create_time": "1974-04-27T04:32:50.492223", "lists": [ "837b94bc-5f9d-4e9e-9009-142180c7a194", "802bb682-28c9-4fc6-9ece-5410f6b3d8bd", "0aef08f1-4fa6-49c7-9f1d-837501372274" ], "avatar": "https://www.henderson-black.com/", "event_id": "514341da-f208-4390-894a-32a272d517f7", "user_data": "kevin76" } }, { "similarity": 0.635114716538782, "face": { "face_id": "f9168df2-b82f-4982-8ef4-7ede1fc2db97", "external_id": "VodaLVnjNUxLtvCGQYjI", "attribute_id": "a2004ddb-83ca-45cd-a1d0-42fae04b93c2", "create_time": "2025-02-05T00:37:39.272067", "lists": [ "6ad94e01-6310-4991-9b15-9a97d3c211ca", "e9b111ce-b659-4276-aa6e-1cad53760908", "1a3bcb08-4bc5-4ab4-9bd1-f4d5990d444e" ], "avatar": "https://www.cruz-dean.info/", "event_id": "0919c3e8-926d-4692-bb30-caad692a4cca", "user_data": "ashley77" } } ], "list_info": { "list_id": "d6db6ecb-bb21-4f52-ac82-a2d55da66db6", "user_data": "8750 Camacho Pass Apt. 486" } }
- 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": "45f5f563-6c92-4033-9c96-3c169200494a", "Luna-Request-Id": "sVmfKwiPuXnuGHDQdXfO", "events": [ { "samples": [ "2414c372-888c-41ae-9ce1-66ac32124c21", "5713fc3f-244b-4f1c-b770-587ed4c9eacb", "1ec0d5ef-a369-4580-8cec-959b057e675a" ], "attributes": { "url": "https://lee.com/", "attribute_id": "e71ca651-da0f-4fa3-a9d0-9108c5934e65", "score": 0.111534906275123, "basic_attributes": { "age": 7, "gender": 1, "ethnicities": { "estimations": { "asian": 0.755737620403355, "indian": 0.633793370449958, "caucasian": 0.980205575650386, "african": 0.332145963714155 }, "predominant_ethnicity": "asian" } }, "samples": [ "f26723e1-6162-471d-9933-ff7a0322dd59", "0cd733ab-6fd7-43aa-a769-55cc00177a7a", "ce0129ac-489e-47d1-a6fb-69ef45f74d6d" ] }, "source": "90804 Terri Grove Suite 856", "tags": [ "fymVPwndMxXrySSNmnmS", "RLKWBOfGFeHCcRqezLhm", "HFDLwjNnozyPYLSjxYvL" ], "event_id": "34d16146-46d7-4417-ab16-26c7d8580f87", "match": [ { "candidates": [ { "similarity": 0.599096662826103, "face": { "face_id": "e7ba1ea5-2654-49e7-a82f-974afd36ef08", "external_id": "MjBRnJEvZGsAAlFsuaGW", "attribute_id": "81a3e97b-8b7d-48fd-823b-5194435d7a07", "create_time": "1973-04-26T10:48:42.550114", "lists": [ "66c294f7-1580-417e-9b72-abaccdc6e58f", "c2b5c747-ccd0-4bdd-9de5-7d9a12927301", "1c61bdb8-3a8f-45b0-8c6f-ec607cb84719" ], "avatar": "http://www.hood.info/", "event_id": "682305e6-ac96-48f2-bd1f-7a29df8b67ba", "user_data": "phillipsjason" } }, { "similarity": 0.423774282745892, "face": { "face_id": "f3c5f17f-3cce-4629-9572-3bdcba1b3882", "external_id": "CyrUOAHgiRzJFYdnmihJ", "attribute_id": "5e432996-7bb5-4548-86e6-ae6851762378", "create_time": "1999-05-18T19:23:05.303856", "lists": [ "b7bd8538-5009-4c33-9f1e-58939b18c41c", "bfbbc4e3-b309-48c2-8402-893421cbcd4c", "c94b650e-2255-4d89-a46a-0931ce2051e7" ], "avatar": "http://conway.org/", "event_id": "897d1e81-78d6-40bc-96dd-9271b103c576", "user_data": "omeyer" } }, { "similarity": 0.567762005137382, "face": { "face_id": "20fd468e-0fbf-4a36-86ef-7cf92ee604d5", "external_id": "NYtScSLNSSXuOGkCFHwi", "attribute_id": "8ec5ba67-f64a-45a7-97db-277d16122fb8", "create_time": "2000-02-03T19:08:41.691975", "lists": [ "8c4f2e52-6ff6-4b86-a010-b4e41e9ee47f", "6bd2e33a-ed8b-46b8-a0c6-0eee3edae491", "0c965b46-3723-4d07-8323-3d66e78f1740" ], "avatar": "http://quinn-mercer.info/", "event_id": "04e7c740-fb3f-4467-bfb0-e7cf24778674", "user_data": "mpatterson" } } ], "list_info": { "list_id": "506078e3-f5ae-4a54-9b49-eba148e0b6cb", "user_data": "64189 Mary Common" } }, { "candidates": [ { "similarity": 0.216902964396344, "face": { "face_id": "c1710366-205c-4673-9460-1e6f53ca65ca", "external_id": "UnMXrHNmeGcVjZSaywcz", "attribute_id": "65d0d9ec-5846-4022-a4ba-65e4ea083771", "create_time": "2023-11-15T11:57:12.463937", "lists": [ "4e433be0-d402-4624-abda-216ad340556e", "6317eb7e-e570-4106-9547-932a8100f64f", "9926c9d0-ad53-4972-b0cf-d1b468c76531" ], "avatar": "https://www.rice.com/", "event_id": "fa2dcecf-3c86-4134-8311-e8234f450c8d", "user_data": "jenniferscott" } }, { "similarity": 0.234142887111527, "face": { "face_id": "c5cb2b13-c3ef-48eb-8c49-436da53a4c9d", "external_id": "cScXIaNqhajKjWzoNdVP", "attribute_id": "f2dcb080-0c85-44de-9324-c8bb37dbbb60", "create_time": "2014-12-07T07:06:23.258271", "lists": [ "d48d70b0-88d0-4c5e-b928-543306e7ce0a", "473c0ddb-3080-4806-befb-9e5ec49f6fe9", "30d7a6b6-d288-4c13-a25b-5b5133b441fe" ], "avatar": "https://www.barber.com/", "event_id": "314b5f7f-c2ad-49fa-9dc7-a70acca423e4", "user_data": "ladkins" } }, { "similarity": 0.247154541418229, "face": { "face_id": "cfe6d42b-2a58-4186-a051-c79558a4b0e3", "external_id": "zGGZWhZXDhkLxMNwIvrj", "attribute_id": "f0351cdd-9cb5-4c07-b3c0-f7dd751b0cdf", "create_time": "2019-12-14T11:27:51.479759", "lists": [ "688544eb-ab7b-4a11-aece-1d6f9f4d9299", "d7fcf7cb-31e5-44c8-a1a5-50e8da65226a", "1b6301b9-8d8c-4b9f-94d6-d9ae86007c01" ], "avatar": "https://white.info/", "event_id": "884f909a-c796-41a7-93ca-98c50a1e332f", "user_data": "lisa16" } } ], "list_info": { "list_id": "d5553331-bd2f-4d89-830d-3a848d987aa7", "user_data": "6392 Jackson Groves Apt. 561" } }, { "candidates": [ { "similarity": 0.811657280734802, "face": { "face_id": "dd66477b-707e-4b06-9aa2-f767bb54b22c", "external_id": "XqWsnQBooBncUDqXYBTO", "attribute_id": "1cc81e02-2325-4245-a59e-7ae2c67a8e26", "create_time": "1988-10-25T14:01:38.054649", "lists": [ "4168750d-e336-4d10-83e8-3fa25e6243ad", "bc5bc909-c65a-4739-a5e1-63e35e4aa0ad", "a3709dd5-f87c-4f7e-a19c-3da1b84a8d0a" ], "avatar": "https://www.mccarthy-martin.com/", "event_id": "19637abd-df92-4da8-aca9-3f6e47cb9e74", "user_data": "ian00" } }, { "similarity": 0.166864993491873, "face": { "face_id": "e657ae69-87a2-42d6-b1f6-9c7928ad533a", "external_id": "WJsjKwFEAbMSdvmXOgiJ", "attribute_id": "27de815e-5c84-4e5d-bfe4-10d7bf3abf4f", "create_time": "2020-01-09T20:56:17.980895", "lists": [ "da655b56-ed1e-4388-b876-45a64518c6a4", "8d9a03dc-ea0e-4fd3-906e-c362b7017fa0", "6bf081d5-bfdc-4159-807b-6a352db12026" ], "avatar": "http://www.brown.com/", "event_id": "f5d57ef5-218c-4c9d-b290-73ed25e78511", "user_data": "swilliams" } }, { "similarity": 0.802668796172816, "face": { "face_id": "7241ac42-8f79-4a0f-bbfe-da30403800fa", "external_id": "wKxmHVXpbmFZfvPbQrWi", "attribute_id": "a824dd62-8190-4995-a305-213addd7927d", "create_time": "2011-08-28T18:44:47.479944", "lists": [ "dd0fed79-2424-49a1-9905-4204f0bef0fb", "d8d3e78e-5a26-4ae5-9c01-d70a73cc5a36", "d0303ec4-8080-432d-ae86-1ec13905f24d" ], "avatar": "http://www.brown-fisher.com/", "event_id": "53e0c547-541e-4b0b-b483-6a65b61d6086", "user_data": "mknight" } } ], "list_info": { "list_id": "bec44b2e-fd2b-4f71-b551-86feffbcc1a7", "user_data": "4317 Johnson Pike Apt. 176" } } ], "url": "http://smith.info/", "face": { "face_id": "7c64c9c8-2651-4d37-9357-da7d717237d5", "external_id": "ZEEOVKUeekrqPBnBoVXy", "attribute_id": "8f845cff-18fb-4baf-a7d6-bbaa7b4f0f83", "create_time": "1986-06-13T10:59:41.272570", "lists": [ "a1b2ecf1-d978-44dc-bcad-acd7cf7cbbd4", "78faaa7e-8dcf-465d-8c6a-28717626ff23", "06ceb90f-cb01-4bd8-94e5-339b81c9f48b" ], "avatar": "http://www.hall.org/", "event_id": "f4e4de16-5a10-4b2b-befd-f7b35df86c08", "user_data": "charleswaters" }, "detections": [ { "filename": "AofUOYIpJJeJvegJVdpZ", "sample": { "url": "https://www.newman-hall.net/", "sample_id": "d791d0db-2d08-45c5-a83c-12e6fae4f814", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.519202133686359, "dark": 0.92782140355532, "saturation": 0.147130337930655, "blurriness": 0.37594835846873 }, "rect": { "height": 9797, "width": 9351, "x": 8478, "y": 7874 }, "landmarks5": [ [ 4789, 3789 ], [ 1440, 3976 ], [ 117, 9102 ] ], "landmarks68": [ [ 9832, 1800 ], [ 4547, 3774 ], [ 275, 8462 ] ] } } }, { "filename": "mJiqpvTTJsKAOnGLJuVv", "sample": { "url": "https://cox-horton.com/", "sample_id": "f88126f4-a0c0-4a75-9ef7-be90a19eeaa9", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.900906722170484, "dark": 0.880143851843384, "saturation": 0.122162259974942, "blurriness": 0.206232225994365 }, "rect": { "height": 8579, "width": 4005, "x": 5590, "y": 5115 }, "landmarks5": [ [ 205, 5200 ], [ 3614, 5031 ], [ 9994, 1936 ] ], "landmarks68": [ [ 4305, 5019 ], [ 4489, 153 ], [ 8139, 4152 ] ] } } }, { "filename": "rwVfAqRKfCkNAixOTvcG", "sample": { "url": "http://www.king-weber.com/", "sample_id": "649c8f07-f7ba-4841-b7f6-660c32caa3e0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.227807764970663, "dark": 0.673720015300778, "saturation": 0.777149456548933, "blurriness": 0.749918493892071 }, "rect": { "height": 4009, "width": 9296, "x": 7123, "y": 5209 }, "landmarks5": [ [ 5797, 6390 ], [ 7348, 4672 ], [ 7700, 6400 ] ], "landmarks68": [ [ 452, 9817 ], [ 4665, 5623 ], [ 6644, 541 ] ] } } } ] }, { "samples": [ "4ade0508-386a-4ea5-ad02-f8fdd2c491cc", 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