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": 23, "gender": 1, "ethnicities": { "estimations": { "asian": 0.97657493769021, "indian": 0.496071420731879, "caucasian": 0.456558151787779, "african": 0.39680845998994 }, "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.leon.net/", "attribute_id": "704e30d2-eb31-40d4-aa35-4f1fc1e9f191", "score": 0.271150163441189, "basic_attributes": { "age": 54, "gender": 0, "ethnicities": { "estimations": { "asian": 0.519976000474681, "indian": 0.220684859533193, "caucasian": 0.274963206487724, "african": 0.262229022894284 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "f7a4f968-e331-4cb2-ad37-87d5bbae1cb8", "409d43d9-9d2b-4af3-a82f-31f6347c8222", "e9094953-60c5-492f-9203-bf248b6bb698" ] }
- 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": "f8db1eff-3b0e-42fb-a358-64f11db3e626", "external_id": "PufxHAAznkipSOlNiIFi", "attribute_id": "e27ff835-4959-45eb-b03e-83694a51c69a", "create_time": "1996-01-09T18:26:00.567070", "lists": [ "dcea962b-b256-4fcc-9f89-51a950e87880", "10816594-f680-42ac-bde6-8aaf303ca279", "a53c8475-f849-470b-9ef2-3de7cd4ed907" ], "avatar": "http://www.gonzalez.com/", "event_id": "3bdb741a-da67-45bf-b004-72d1cda84de1", "user_data": "sophiacruz" }
- 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": "5c1349ea-791d-4e04-8784-8508dd64766e", "user_data": "160 Thomas Point Suite 482" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.746435588700756, "face": { "face_id": "0e67cd06-d47e-4a3e-b726-5a2902d04e0a", "external_id": "AgqcXEpuATmgiOsdRqFC", "attribute_id": "eea1097e-cabd-4205-89e8-cd732782f523", "create_time": "2006-10-31T15:35:21.967494", "lists": [ "611a3da4-31d0-4168-beec-546e09b79574", "5f3b8cd1-3088-41cb-86d5-8c7d5ab94988", "990aeac8-1700-4734-87cb-738be19b88e9" ], "avatar": "https://www.riley-simpson.com/", "event_id": "4a9f43be-94cc-41dd-8e6d-c8f3f1258d52", "user_data": "rkerr" } }
- 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": 0.852456358707882, "face": { "face_id": "91191f59-e46d-49c1-b0f2-f41b10a0981b", "external_id": "qMMuAbViCqjTerglvdQI", "attribute_id": "c0d720e2-18d4-431b-b669-515ec49364f2", "create_time": "2025-06-30T03:33:40.820204", "lists": [ "1a26b489-4344-4e1e-9f50-17e858f75c40", "62769f1f-95bd-4984-902a-a3c132fc09ca", "2b403d87-0d75-48c0-8c18-489ffa2404d1" ], "avatar": "http://lamb.com/", "event_id": "0337465f-d085-4304-8d1c-86129556da18", "user_data": "sharpmichael" } }, { "similarity": 0.100642228925168, "face": { "face_id": "5133c798-a589-446d-9e38-405beaa64c23", "external_id": "vXagsaiBscybbUbAvYhf", "attribute_id": "4c31b413-c6a5-445c-b91a-603f410ef4f0", "create_time": "2000-05-07T08:31:01.987484", "lists": [ "499e5875-f55a-427a-ae2f-9bc800b6b20a", "e32ddaac-95a9-453c-83de-ad942342d5da", "cfc06f9d-e3f6-4f2c-b6aa-71a7e9ff2798" ], "avatar": "https://www.lopez.com/", "event_id": "0d991036-ee04-4fc6-956d-39280468c655", "user_data": "wallsteresa" } }, { "similarity": 0.46169337337218, "face": { "face_id": "630ba25a-b76b-4267-8344-6ce55b664691", "external_id": "SmyJOCXEbSxPUhGkdsif", "attribute_id": "2179f0ef-26a6-4d38-9dc3-2cc62f0c50d9", "create_time": "2024-03-02T16:45:22.287338", "lists": [ "4b0f9f7a-07bb-477b-926b-643cac0c9f80", "d8523514-0a82-4e6c-9e2e-bafdc0b04202", "c837f211-7968-4b0f-be8e-2a731e29f09c" ], "avatar": "http://horton.com/", "event_id": "ad5b6c83-d351-43d3-ac1d-02931a3d98cb", "user_data": "jamesmichael" } } ], "list_info": { "list_id": "0192d564-a938-4542-ae00-bc46a911c56f", "user_data": "900 Amber View Apt. 781" } }
- 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": "1ccede80-43c3-490b-bab5-d5dd0b86155e", "Luna-Request-Id": "fLOQvGIVVWIbWQGPvmAH", "events": [ { "samples": [ "52bcaf4d-2afd-4471-a5be-445650cba9e1", "4c1daa5a-8e8d-46e5-9995-c2f1ee10f426", "44eab324-f7dd-4b60-b515-72e74acc3306" ], "attributes": { "url": "http://peterson.net/", "attribute_id": "7c52e49d-ac52-4209-bd28-1b28d1eeb5b8", "score": 0.981429340015977, "basic_attributes": { "age": 54, "gender": 0, "ethnicities": { "estimations": { "asian": 0.464519275095762, "indian": 0.291001769208267, "caucasian": 0.656875631939544, "african": 0.119343980831806 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "b28ed035-25e7-455c-a111-054116244b38", "300a9aa8-e320-4ab9-acd2-58975b45155d", "67e91b5f-7dca-4f78-acc3-6b4abfb1116c" ] }, "source": "577 Jackson Wells Suite 613", "tags": [ "JFCKqGQvrOSvrZOXLEcK", "kcmtVhdfwvtziazxYNfq", "yGgABBslNOGYVypPSMeN" ], "event_id": "52653268-8a79-4347-8bb1-3664edb84788", "match": [ { "candidates": [ { "similarity": 0.756186799962735, "face": { "face_id": "6a084f73-ff12-4598-8521-f37e889bec29", "external_id": "xAVeQdjywXvkLLuzcmZU", "attribute_id": "38a9a651-8b67-499a-b9ab-bc2058d9e378", "create_time": "2014-10-24T02:11:15.398987", "lists": [ "18988402-be26-41f5-8b1f-fd6d81c31621", "c275fd15-89fb-4c48-a2ba-b314dbf7a84b", "097708ba-9544-49eb-a661-2f1b5c3998ef" ], "avatar": "https://stevens.info/", "event_id": "c6027d8f-8eb8-47dd-add0-c457f91e5ba3", "user_data": "katierodriguez" } }, { "similarity": 0.899129035725642, "face": { "face_id": "7e64c61e-700a-4b08-86dc-e33c4735cb03", "external_id": "RArHaixNOvSZgSauvQME", "attribute_id": "4a00fba7-e3ac-4ffa-a2da-8fe52dec2d49", "create_time": "1982-05-24T23:47:23.604177", "lists": [ "1f9585d9-2b43-403f-b949-f694668d6352", "da9a5482-3b16-489e-be5d-68ac6946d200", "f75f8342-0a5e-4bc5-af1d-6a65372abec9" ], "avatar": "https://www.cooper.com/", "event_id": "38cd5f1b-4e0a-4c58-b33f-e42d2c7d47ec", "user_data": "victoriarussell" } }, { "similarity": 0.454304285691272, "face": { "face_id": "77fde6ec-bd19-4aae-bbcc-87cef74c143e", "external_id": "PUVngAJYZQjLQbJjVjmd", "attribute_id": "982abf41-8872-48b9-a0e2-52294b60f71d", "create_time": "1991-10-16T17:05:03.331742", "lists": [ "ab86637e-1582-4416-9a1a-3fd5c71e34b1", "2f93dc13-eca3-4a26-bfc0-fffaa161072e", "b2d26b5b-a602-4a3b-a81d-d7ddf4687551" ], "avatar": "https://www.williams-parks.com/", "event_id": "c9c2e163-c59b-4ba7-b053-6360162d6f62", "user_data": "gregorybarry" } } ], "list_info": { "list_id": "478e52b6-2da2-44fa-a831-fba32a928473", "user_data": "30458 Ward Rapids Suite 900" } }, { "candidates": [ { "similarity": 0.820040704994657, "face": { "face_id": "1f3323a0-d84d-4658-ae8e-3a30fa11cb0a", "external_id": "lBESkmydcFFWEvAILrHo", "attribute_id": "e9d6125e-cd3c-4ffc-a74f-7c54b4bbd9ee", "create_time": "1987-07-20T13:21:37.962281", "lists": [ "8fac9e7b-5aee-4b49-89dc-813664ae7bf7", "077e5e07-dd0f-45a6-ac80-17aca9d2d669", "684d1c11-63ee-422e-b768-7f3c60a12d64" ], "avatar": "http://jordan-swanson.com/", "event_id": "1fe9200b-b4af-4a0a-81a7-c62b6762c6de", "user_data": "mgreene" } }, { "similarity": 0.83880740061, "face": { "face_id": "b7190ff8-6a39-4218-b54e-59c6cc3441a1", "external_id": "ynuqZVnQNjjlhLBKvIon", "attribute_id": "4f5be030-7d5f-4843-81ed-5ac902da7a3f", "create_time": "1983-05-07T12:06:46.242249", "lists": [ "d011ff3b-a509-4967-8435-fe1ce3494d12", "01053172-0a5c-4fa5-bf73-dbb57acd49c5", "67c8393b-a48c-4fde-9cbd-f1d96cf6c0cb" ], "avatar": "http://gordon-hensley.com/", "event_id": "56f17c37-0051-4354-ac8b-6d3c59de2b9f", "user_data": "wisebrandi" } }, { "similarity": 0.97729575927887, "face": { "face_id": "1cefa69a-d4c2-49c3-828e-04d612186384", "external_id": "xxvFDziKPzrKRKyPGuZm", "attribute_id": "166da1e5-35e6-417b-b661-1e6726185a68", "create_time": "1976-09-14T19:13:01.875971", "lists": [ "a8279c4f-63a2-43b8-bd6a-a8e666c5fac7", "8525995a-018c-4d8d-b763-8804aed0861a", "a64d51a8-e8f9-4c82-a95e-4ec51a4a4ebc" ], "avatar": "https://gibson.info/", "event_id": "4d746a70-9df8-436d-9ff8-fd7204de54df", "user_data": "cbrown" } } ], "list_info": { "list_id": "4c5ba9a7-398d-4dcc-b641-751dc2f41fbc", "user_data": "288 Brian Mews Suite 900" } }, { "candidates": [ { "similarity": 0.73003704852794, "face": { "face_id": "3a7ad658-2269-4608-8d62-1b5c05940c30", "external_id": "geQRoluYYtlIsYCVrRjj", "attribute_id": "73c13703-537c-482c-b9d9-4297f98c7748", "create_time": "2010-05-30T05:40:58.636034", "lists": [ "1a9f17c7-7c2c-45ab-ba81-19e2b6280dbb", "74c140a1-d294-4d07-8111-257dd0c7d232", "bdad3d4f-87fc-45ef-b22b-01c3093b447d" ], "avatar": "https://www.silva-west.org/", "event_id": "2bdce77b-f549-49bd-937c-797aa8fa72f1", "user_data": "xmendez" } }, { "similarity": 0.896789471667076, "face": { "face_id": "c6971fae-bd10-4c9a-b238-dc18fdd6bc29", "external_id": "AIYTnWjiSVwaVeRNmpUk", "attribute_id": "b6f2f1ab-1f3c-4750-9b64-4efc3ede1b59", "create_time": "1977-11-07T00:40:02.992405", "lists": [ "144f52b7-3807-4e42-bf76-84e2eb435875", "5b49a97b-f7d1-4b83-8d11-52a1be4bc407", "cb3b7e8d-4395-4eb1-95f9-688b8f7b899f" ], "avatar": "http://hicks.com/", "event_id": "a436d9e2-a695-4f91-bc14-e512b2a844bb", "user_data": "kbautista" } }, { "similarity": 0.574264501043817, "face": { "face_id": "feda1361-afc2-42bb-b369-90359ec68551", "external_id": "XPPfBmRkvfRPRMQFcBHK", "attribute_id": "4d1096af-1aef-4d5f-b6dc-a7ebe0656a0e", "create_time": "2009-12-21T10:11:08.821610", "lists": [ "b83ceb4a-61a4-4ff1-a73f-32286a108001", "02c77985-e2d2-4a60-8637-5f407d765d0c", "ef587e4e-d011-4e6d-9ba0-1f61be492c6c" ], "avatar": "https://www.ingram-sellers.biz/", "event_id": "dbaa9b0f-282a-435f-b516-8a3e7e7dbc21", "user_data": "perrylori" } } ], "list_info": { "list_id": "65b7fdde-15bc-47c9-8e28-56c5104ff392", "user_data": "37238 Katherine Extension Apt. 860" } } ], "url": "http://cole-turner.com/", "face": { "face_id": "b7042c2a-bc61-40e4-9400-c427b8a9c7a4", "external_id": "qznjKMsspyAAIOedhzKw", "attribute_id": "8c1feabe-5e32-4697-847e-b5bd60114caf", "create_time": "1998-04-27T05:04:21.190533", "lists": [ "1de75f00-a2ed-40bd-872f-19cc791e4bd7", "52b47a24-6672-41b5-98c8-3cd50bcba228", "e1273105-cb83-475b-bb1a-2051facdd624" ], "avatar": "http://www.meza.com/", "event_id": "e03e94fd-768d-4495-a4c6-f15a78af2743", "user_data": "mooremelissa" }, "detections": [ { "filename": "WiGMxwJjyIqzSBVhDHAK", "sample": { "url": "http://www.mata.com/", "sample_id": "38b6d755-7a05-4bfe-b811-0dc5d8421def", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.111606268652274, "dark": 0.284066787793518, "saturation": 0.241358365210745, "blurriness": 0.13318228934179 }, "rect": { "height": 9063, "width": 8510, "x": 5051, "y": 4313 }, "landmarks5": [ [ 8960, 1437 ], [ 1580, 2544 ], [ 4081, 9130 ] ], "landmarks68": [ [ 5953, 6706 ], [ 3564, 209 ], [ 9434, 6829 ] ] } } }, { "filename": "wPImxIYBbNHBTOlawHoj", "sample": { "url": "http://www.bernard.com/", "sample_id": "f208dc9c-7493-4fe5-b033-bea1e8339f58", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.157110826453841, "dark": 0.154194866889917, "saturation": 0.458349090421067, "blurriness": 0.440059819008315 }, "rect": { "height": 6305, "width": 9966, "x": 7107, "y": 2564 }, "landmarks5": [ [ 9055, 3851 ], [ 1180, 3938 ], [ 719, 9999 ] ], "landmarks68": [ [ 1785, 8415 ], [ 1068, 7108 ], [ 1579, 6182 ] ] } } }, { "filename": "YHTxlrCVPnJvlUprNvmY", "sample": { "url": "https://www.conner-rangel.com/", "sample_id": "de51c877-6285-4264-92be-76d21139c56e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.824677488156, "dark": 0.83030951028132, "saturation": 0.652460791780221, "blurriness": 0.307509227298019 }, "rect": { "height": 9297, "width": 4608, "x": 97, "y": 7577 }, "landmarks5": [ [ 7410, 6007 ], [ 7305, 5677 ], [ 8718, 4594 ] ], "landmarks68": [ [ 1446, 8325 ], [ 5457, 4371 ], [ 4651, 5064 ] ] } } } ] }, { "samples": [ 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