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": 0, "ethnicities": { "estimations": { "asian": 0.450984350952996, "indian": 0.468090106090183, "caucasian": 0.618434873196999, "african": 0.79472681108992 }, "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.erickson.com/", "attribute_id": "32497bfc-2a65-4f80-8833-7a1bc585bf81", "score": 0.946576297485923, "basic_attributes": { "age": 35, "gender": 1, "ethnicities": { "estimations": { "asian": 0.249614426416933, "indian": 0.736211410369747, "caucasian": 0.856618157349579, "african": 0.485983888934386 }, "predominant_ethnicity": "indian" } }, "samples": [ "5dfa3535-c3fc-4e2a-b64a-c69165ee2568", "847d3328-8c4f-4c95-bc36-45aa8294244e", "7dde451d-91fd-4ecd-9d08-bdf66c661be4" ] }
- 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": "84f57734-353c-4e6c-a305-a8185136f205", "external_id": "zWZvMFSAoRGEzqpxdirT", "attribute_id": "7b794d2b-1841-41e9-be3b-5e0bc351a780", "create_time": "2003-10-19T23:32:27.156983", "lists": [ "3b5254ab-85ee-4970-97ff-318566434d5d", "1973b5a1-7fba-4e72-b002-2cf4af8eb03a", "35cb121c-4f4c-467f-aa25-d14f00428827" ], "avatar": "https://wilson.net/", "event_id": "ec26d087-28f0-4f0d-9813-343b499ed1ea", "user_data": "dayjoshua" }
- 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": "7587293a-edf4-4844-84e7-836800a4d24f", "user_data": "725 Graham River Apt. 383" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.630497707955085, "face": { "face_id": "0b775548-164e-4fca-8a91-b2aa050a0e86", "external_id": "KDIXOTjMwljdCePIwHre", "attribute_id": "85ff3c5f-c771-4362-b62e-961e3aafee1b", "create_time": "1989-08-04T02:15:42.868863", "lists": [ "8714292a-7c61-4abc-9f7d-4552c22af649", "8ff30a58-c0d5-419a-844f-99394fc42b6b", "45158ded-bf36-4fe3-b0e8-91d7781098d1" ], "avatar": "http://www.arnold.biz/", "event_id": "997b4133-ddf9-40ba-b16b-9fced53ec9ae", "user_data": "adriennebass" } }
- 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": 0.565586765244595, "face": { "face_id": "c80dcb45-9bae-40a7-a2bb-14ee8fa70166", "external_id": "nCTuPbJrfcxMeRaBjmiQ", "attribute_id": "e9fe3c68-5047-45d5-9c9b-888d961d4189", "create_time": "2012-10-25T23:22:55.378113", "lists": [ "d279d418-4cf8-456b-8b42-47ccf997aef9", "09c41654-cc73-4c48-b0c7-3d1511c0ad0c", "eb1dda6d-66c0-4bab-8161-2a9868f31557" ], "avatar": "http://www.crawford.org/", "event_id": "c9d1cdac-e870-4333-b406-fc6680efd142", "user_data": "ctodd" } }, { "similarity": 0.158741840856544, "face": { "face_id": "6fc55734-0ec2-49c1-9e7e-2b17333ba46f", "external_id": "PGJECCBhwQfPnDfryhuV", "attribute_id": "20e60e49-948c-41bb-b0ff-09867dc80a31", "create_time": "1979-12-18T14:43:43.230399", "lists": [ "c2f23119-cf3e-42b4-ade2-fc378685aac6", "78b74046-fd95-485f-b65b-65374b26614e", "4f18a8c1-4d23-4dfa-a450-351c2f589f66" ], "avatar": "http://www.graham-henderson.com/", "event_id": "53d8c789-31e3-4b28-b990-3c2f823e1f2f", "user_data": "matthewmitchell" } }, { "similarity": 0.359445025941, "face": { "face_id": "cae46ad8-f49c-4c23-8042-2cdbf67d73e2", "external_id": "qyYhgaNWeLSFaZeUuNCz", "attribute_id": "25eb9375-ea10-4d55-918e-02fb1ba72673", "create_time": "1996-10-06T10:09:25.837265", "lists": [ "2ef28b29-2232-48fa-a587-f19427b896d9", "95707a4c-e030-4a60-9d71-ecf9b273c447", "1dd79fc7-f09e-485b-8535-6d0dab195291" ], "avatar": "http://lee.com/", "event_id": "16ae90a4-32f8-4970-a1bb-cab807fa0a9b", "user_data": "millskaren" } } ], "list_info": { "list_id": "1f1a445e-ef49-4fd7-a233-44c579b2248f", "user_data": "3633 Atkinson Groves" } }
- 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": "3667020f-1e60-4e07-b32f-14123e192150", "Luna-Request-Id": "BkppMqsYqlYsaUhkgZvR", "events": [ { "samples": [ "959765e6-350b-4d4f-a584-3c466373580e", "027bf636-a633-4fd9-9d63-86e8283f0aea", "21324956-f5b3-47d4-91ce-601b4d81239b" ], "attributes": { "url": "https://www.lee.com/", "attribute_id": "6ac423f3-2968-453f-9c70-c452de32db08", "score": 0.227517580880112, "basic_attributes": { "age": 27, "gender": 0, "ethnicities": { "estimations": { "asian": 0.33492347179205, "indian": 0.870276132837691, "caucasian": 0.349419733037325, "african": 0.317817088724467 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "b1374cbc-9a8a-4506-9730-30f3a699b810", "9c7f178d-8e53-475a-9077-4ac91c832f3f", "7597774b-8d52-4079-9c05-53e1ee4eaf56" ] }, "source": "61973 Daniel Unions", "tags": [ "jLsavoKsMpRwTJrcACBC", "WeQgjrILKYmPAnVQeMUJ", "tQwuTyukbPsswTREkvKC" ], "event_id": "28701bd8-3b9d-44f4-aa41-921a8539ef39", "match": [ { "candidates": [ { "similarity": 0.360443573575979, "face": { "face_id": "4c5b31fb-7c98-48b5-af20-e55a02f8c0ee", "external_id": "mlieybLoDqctxJEysoch", "attribute_id": "4ddfcdf6-ed90-456e-b912-6ab0ac16c6be", "create_time": "2004-06-11T08:15:56.662499", "lists": [ "3a589455-06e8-4109-b3c3-1a0d5690f953", "b8ef4172-1b85-4a3b-b4b2-50a9caf4a8c8", "b3c092e4-e702-4be1-af65-7b80742cb4fa" ], "avatar": "https://hall.com/", "event_id": "c423ef9a-bab7-4f99-aa20-807a79cbace8", "user_data": "martinezmaurice" } }, { "similarity": 0.38662365436928, "face": { "face_id": "783ad458-81d2-474f-bc90-694289c43d04", "external_id": "EgcFjkZAAntrPnrfleKV", "attribute_id": "96f41875-0d00-48db-a14d-b11defbc6e16", "create_time": "2004-09-27T13:00:31.229829", "lists": [ "6e942277-ae73-4d58-9d13-127dc161775f", "3ab3c855-d42d-4a69-94e3-7685c644a6d6", "7f2996af-1eaf-4b7f-890f-9c27663b1fea" ], "avatar": "https://www.shelton.info/", "event_id": "8279828d-14d7-4c4c-9c9e-f5d909abbd9d", "user_data": "gwendolynwatson" } }, { "similarity": 0.197351347888115, "face": { "face_id": "6c8f2256-a749-4451-821e-e46044482742", "external_id": "wwhQaTfMweeSwOobpTxT", "attribute_id": "76cb554c-546d-4c9d-9291-0ebc55c5261f", "create_time": "2017-07-12T12:08:35.715399", "lists": [ "9adc22f1-e994-4e96-b355-41e34a5fcf97", "25ba9356-3eb2-4b96-8a7a-5c503ea6f641", "2ceda6a4-cdf4-43f9-b37f-527a19157f09" ], "avatar": "https://www.hernandez-davis.info/", "event_id": "3b682e2f-bec6-4630-8a21-30827df8079e", "user_data": "kirkandre" } } ], "list_info": { "list_id": "af6d6e7b-0628-4aaa-b9c3-1d863e825273", "user_data": "533 Sara Lakes" } }, { "candidates": [ { "similarity": 0.137142528892082, "face": { "face_id": "586242a2-69d0-47d2-b3db-dc71042ad28e", "external_id": "AbVZYySRrJnkayyKymnR", "attribute_id": "165246ec-5c0a-4e80-8f84-7268a98758f9", "create_time": "1980-06-11T08:41:37.845548", "lists": [ "561c9b9d-16c4-4a9e-bbf8-7fc444617d44", "690fa1a8-6bb4-4153-acba-bc81244bdd58", "b7c679ff-cc68-4290-8db7-24ab9517a8f1" ], "avatar": "http://www.smith.biz/", "event_id": "24501693-e7b5-4f64-b8c9-97a6ac57f76b", "user_data": "belinda97" } }, { "similarity": 0.90656040327419, "face": { "face_id": "fb24de05-73ae-4373-99f7-39118753aa1a", "external_id": "RATFDbGDznbbGtmebxqY", "attribute_id": "fc96d35c-8b3b-4cc5-ad33-e7bcad8b84ae", "create_time": "1994-01-11T00:17:05.835892", "lists": [ "444f9726-d08e-4c33-b16a-cf3e53ad2ddc", "c8ca253b-a619-44cb-907a-13858a0afa05", "1d89e50b-bbbe-4dd7-9fa1-9ca7c5a0cb66" ], "avatar": "http://young.com/", "event_id": "b5c22259-f9d7-46bf-bd9e-b4806b654c2a", "user_data": "leonrodriguez" } }, { "similarity": 0.655232669767756, "face": { "face_id": "a67f58a1-0c9a-42c5-bf82-2c9698dac10b", "external_id": "NfOZXMOEJjJIPgwGhLSp", "attribute_id": "60181a07-8bd3-4fc0-8707-21bb14623e99", "create_time": "2002-01-09T06:28:14.478283", "lists": [ "f28ddde2-f067-4427-8f1c-2f42cc3bbfd6", "35b2833c-9741-4d46-a0da-ed2a4274cfa6", "d9e2d218-4286-439f-8adf-b843aee61e00" ], "avatar": "http://www.thompson.com/", "event_id": "23010e58-9185-4af0-badd-2db463445cce", "user_data": "john33" } } ], "list_info": { "list_id": "b5af2913-a6b1-4b60-b399-b06c63bbf6bc", "user_data": "615 Gary Burg Apt. 331" } }, { "candidates": [ { "similarity": 0.779654792849616, "face": { "face_id": "b4d9eb5d-7af1-4e97-b1ad-12a9a0dfc6da", "external_id": "mUyvqktTqtqUnUgiTmJf", "attribute_id": "c51af58d-edb9-4ef6-8c77-58aefbc91234", "create_time": "2025-01-27T14:28:44.691406", "lists": [ "b8897ace-596d-4135-8c3a-bf09250a3ba7", "a90e37b8-55cb-4dfe-aded-a0b00b93e954", "b576d931-4e09-48d4-afb2-fd84f1876104" ], "avatar": "http://butler.info/", "event_id": "ff1dcf81-f738-43d1-8cc9-9a7293118352", "user_data": "gperez" } }, { "similarity": 0.559411889500881, "face": { "face_id": "1ea52c1c-3498-4521-9236-b91afdb3702f", "external_id": "IfKArnRgdQkmlsJqioLq", "attribute_id": "673bdd36-e432-4324-96db-a225f706011e", "create_time": "2005-05-05T00:30:01.616145", "lists": [ "965352be-b9f8-4a7a-ab46-34ab52915da0", "dceabeff-85ff-43cc-a96c-8bca1cb6b0fe", "551f8b9a-579c-4705-ae38-ee244920c054" ], "avatar": "http://www.hall-hill.com/", "event_id": "8c8a7888-8e45-49d7-9374-3f4a45507f14", "user_data": "pachecoian" } }, { "similarity": 0.9912543946368, "face": { "face_id": "c6864711-4b23-4a56-aa50-e2783b0e6b3c", "external_id": "DUwWUJoiKYYVZmBwPpHR", "attribute_id": "3c5d94f1-7b35-4675-a18c-844c17497ea2", "create_time": "1981-05-07T01:53:26.288160", "lists": [ "537ae7a5-69f5-4cc4-9b87-0f69f1b3c8fc", "d2ae278f-183c-4a78-917b-3c383043bcc3", "7f2e0df3-72c3-4040-b4ff-76ec7d2b28d0" ], "avatar": "https://www.mckinney-castaneda.com/", "event_id": "b58bef09-f420-4982-8015-e9237dd44e73", "user_data": "upoole" } } ], "list_info": { "list_id": "f7cd46c0-3d8d-418e-a304-04f125b2c8e1", "user_data": "39775 Boone Path" } } ], "url": "http://jones-brown.com/", "face": { "face_id": "3935bbb0-3f26-4220-8150-0a3b3cec9089", "external_id": "FQpOMILPfMJKQWAXeDQs", "attribute_id": "f680bed0-72ab-4f8d-a5ec-903073da4b61", "create_time": "1996-03-03T20:17:05.695350", "lists": [ "58e1bb70-d165-403f-89bf-86b2c52124eb", "63defaf3-e1da-43f9-871d-84c8beecc829", "8c450bca-558d-40bf-9499-f266f67c73db" ], "avatar": "https://www.davidson.com/", "event_id": "c7248780-fbca-4560-b122-6a0dcf632aac", "user_data": "hensleykatelyn" }, "detections": [ { "filename": "jbLItqwUYZwFJsuqoAJY", "sample": { "url": "https://harmon-garcia.com/", "sample_id": "38f413c0-6b7b-4ba5-a36f-66fcce7554bc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.514651956593255, "dark": 0.358407384824474, "saturation": 0.224673243532042, "blurriness": 0.107131569141493 }, "rect": { "height": 3142, "width": 7280, "x": 235, "y": 5472 }, "landmarks5": [ [ 1356, 2287 ], [ 5539, 7778 ], [ 5498, 8672 ] ], "landmarks68": [ [ 4033, 5790 ], [ 5633, 809 ], [ 2617, 172 ] ] } } }, { "filename": "ZacDhlKIGwlmnDprImIB", "sample": { "url": "https://www.wade.com/", "sample_id": "19832fd7-4b93-4f2f-a066-a668fee082dd", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.456262935092106, "dark": 0.723740691418826, "saturation": 0.676467605012381, "blurriness": 0.902092511672428 }, "rect": { "height": 8335, "width": 6884, "x": 2579, "y": 7621 }, "landmarks5": [ [ 3190, 6237 ], [ 4197, 2649 ], [ 6506, 9222 ] ], "landmarks68": [ [ 813, 4503 ], [ 2921, 7787 ], [ 1711, 8110 ] ] } } }, { "filename": "vToJyPqQIIpoNuDXZLil", "sample": { "url": "https://www.wilson.com/", "sample_id": "6343adeb-1910-406f-a3ec-3a2f9a1e82b0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.25837594434516, "dark": 0.82495989089453, "saturation": 0.792970283009067, "blurriness": 0.729967779921694 }, "rect": { "height": 7327, "width": 139, "x": 1946, "y": 3886 }, "landmarks5": [ [ 4795, 6330 ], [ 1483, 2533 ], [ 5910, 173 ] ], "landmarks68": [ [ 9763, 3117 ], [ 3619, 6086 ], [ 3679, 7784 ] ] } } } ] }, { "samples": [ "9b6ff2e2-21e0-4df9-92cc-9fc7f043adf5", 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