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": 84, "gender": 1, "ethnicities": { "estimations": { "asian": 0.854224809786417, "indian": 0.855160110223653, "caucasian": 0.714175081152561, "african": 0.759420457387252 }, "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.graves.com/", "attribute_id": "68fdae86-3f80-4300-b793-0e3045ddab93", "score": 0.291343975839489, "basic_attributes": { "age": 1, "gender": 1, "ethnicities": { "estimations": { "asian": 0.269878816635327, "indian": 0.542589871872407, "caucasian": 0.142709597224204, "african": 0.586284379056464 }, "predominant_ethnicity": "asian" } }, "samples": [ "319936ad-0b6e-4354-a68d-11caba6c4b09", "a4eaed6a-6acc-482d-81a8-7a1105acc155", "c0879164-4211-49c6-bdb1-b0667f4378c5" ] }
- 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": "2f8b8fc3-414d-4110-9c1b-43dbff9c27ba", "external_id": "GNUIFIuHPTGzXaCvtEVk", "attribute_id": "5910b952-7e79-494e-a5b1-770d0c93153e", "create_time": "2022-07-27T08:06:29", "lists": [ "d9fa4c07-ff9d-4e8f-8427-359b4fa0b238", "e009c7d2-b716-483f-8f70-553a2901c095", "e7f90ea4-796b-4b74-bd21-7ff1ae2f71f6" ], "avatar": "http://www.vega-rich.com/", "event_id": "9cfbe7ba-df84-4a4e-92c6-cdffae899c91", "user_data": "gramirez" }
- 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": "9a1100b5-a73a-4c94-b375-68857e9a38b4", "user_data": "32633 Glen Springs Suite 901" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.593217961036806, "face": { "face_id": "5ce5add5-5953-4bbb-9c73-f34185fb87e9", "external_id": "dwoLVriEBafdTWfydATb", "attribute_id": "3870415f-5293-4270-a978-3d0d5350d78d", "create_time": "2022-06-05T04:43:35", "lists": [ "623e19ef-f856-43e3-8158-0fb8d7ffc3f6", "5b4bea5b-6403-4506-bd41-990e711c29af", "435c467e-c5b8-45d3-8d42-78644c70cca9" ], "avatar": "https://www.russell.com/", "event_id": "9d1468d1-830b-455f-8ed7-8516a2afeed0", "user_data": "lhernandez" } }
- 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": 0.347006246231351, "face": { "face_id": "80755e3a-c511-45fa-a013-8b9b76b1f05d", "external_id": "DsWHoiNygbihGAlPCoft", "attribute_id": "1824060e-5825-4a25-9e74-9438e6dbffb6", "create_time": "2001-06-18T05:04:41", "lists": [ "1e8fb174-f014-4c99-921b-28e311ecdd9e", "5773eccb-cfc9-4227-8069-3227dadcbf8a", "f9f020a5-cd60-4493-966c-13ed9b69541f" ], "avatar": "http://cooper-jones.com/", "event_id": "d29fdab3-8a6b-47e0-900c-13b87ac96cb2", "user_data": "jenna87" } }, { "similarity": 0.806018519349436, "face": { "face_id": "3a22575c-ff7d-41f8-aa8a-0e688f7fd079", "external_id": "UsweGAaTeldEyKdKMpMH", "attribute_id": "98bbd1a2-830b-4f4c-a36e-b3094b35a48b", "create_time": "1973-02-01T00:22:11", "lists": [ "0743f436-ac64-4f4b-8867-ce50a57c1375", "e763f876-e10e-462a-923d-2f46b2363b40", "7ea9a101-5444-4bba-99f7-68c412adf22e" ], "avatar": "https://brady.com/", "event_id": "9f1f9983-29db-4fdb-b767-d2b7c1aaf852", "user_data": "melissa31" } }, { "similarity": 0.600967731039266, "face": { "face_id": "fb494218-af4e-4bf9-a4fa-7b2949406581", "external_id": "tdxWETFUXkmMfFgvfbkK", "attribute_id": "2ccd7c7c-d52c-4efd-9b87-2d53f46546f9", "create_time": "1994-03-23T13:08:43", "lists": [ "862f7c42-1d86-4f01-99eb-b7763a675f35", "93f4c494-ec69-478f-b333-e10da2b3a4af", "c906487b-50a5-4e47-8079-02ac7ceefe31" ], "avatar": "https://jones-welch.com/", "event_id": "7e23f1e3-54f4-42c5-85e9-7c69aa1185b7", "user_data": "sherry20" } } ], "list_info": { "list_id": "bfce21e3-fe83-4390-bd3c-a4507c8f5ad3", "user_data": "808 Campbell Well Suite 132" } }
- 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": "c8e9e3a4-5199-41ff-a171-5fc988942c29", "Luna-Request-Id": "KPqIMeaQgdzGjmgDJiYR", "events": [ { "samples": [ "47bd47e8-900e-42fc-8fc3-f2d2d4937a3b", "eff70798-1c4c-4291-898e-0cbf77c2b480", "17c6d568-9ddf-44c5-856d-4531b5e130f8" ], "attributes": { "url": "http://www.daniels.com/", "attribute_id": "ff3b097d-76ec-45ad-a305-067d3a6d15cc", "score": 0.775123919547345, "basic_attributes": { "age": 88, "gender": 1, "ethnicities": { "estimations": { "asian": 0.658211082302433, "indian": 0.118629604532649, "caucasian": 0.274112590744551, "african": 0.283468130324009 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "841b3dfc-20c6-4931-b911-410c3303d804", "32171a44-5da0-40a1-92ee-85ec808957c5", "8dd295b4-ef4a-4840-8866-2d642e83b1ad" ] }, "source": "867 Julie Skyway Apt. 538", "tags": [ "lLqyfVhvRImqumcNhAAr", "xqlZKYsXYXxYGZoCfcZf", "tZXKpWbGwtjmZwLggsjo" ], "event_id": "19b7b558-ab5c-48b0-9ab6-b575ceafb704", "match": [ { "candidates": [ { "similarity": 0.918366103715669, "face": { "face_id": "395a1d17-7c5f-4f6b-a13a-8096456af756", "external_id": "feEVTkBBmQMLznmRLUPw", "attribute_id": "97af7d3a-8425-42e7-b527-a4b21813804e", "create_time": "2021-02-22T18:48:22", "lists": [ "cffe127e-ba5a-4f62-b1cb-15ad05f7fccd", "4fde3b44-2e4f-42e2-981e-4f1738c35045", "a4e11735-e12b-4bd3-9469-909ecc3bfc66" ], "avatar": "https://www.flowers.com/", "event_id": "28da95b9-b1ad-4138-9687-b5ccf3d2374e", "user_data": "ugomez" } }, { "similarity": 0.220487601102254, "face": { "face_id": "49f964bb-5eee-4eb0-8e50-0bf6bf5b3a71", "external_id": "mvAfjbIwKUPtTCFrLiXz", "attribute_id": "b499326c-ff5f-4816-99dc-0378c1d88a97", "create_time": "1982-07-28T17:22:37", "lists": [ "4f436c2f-f390-4d23-b17f-56e15b357f8f", "ac35f137-723e-46d1-9af4-5da3e0f4a426", "2f6e810b-dde2-4ee5-bfb6-b017b577ffac" ], "avatar": "https://clark.com/", "event_id": "0b1fac19-5781-4147-ac10-f23186982fba", "user_data": "mcknighthannah" } }, { "similarity": 0.682873328146667, "face": { "face_id": "fe2d6a98-9ab5-4e1d-a933-e7dd57fe6573", "external_id": "QAXCHGyVCaPPAlNAXUCx", "attribute_id": "d10b4b97-23f6-48d4-ac50-a58a31626f4d", "create_time": "1972-06-24T06:33:58", "lists": [ "3dba3337-8717-494f-8cde-b8775fdde8a3", "2667d618-9bbc-4710-ac3f-ccf58c64825d", "be71c8cb-343c-4544-b739-0ffc23914c4a" ], "avatar": "http://garza.com/", "event_id": "e8403834-664d-41f1-b576-3913eb7251d4", "user_data": "tonymorgan" } } ], "list_info": { "list_id": "b3cf6c4a-4ead-40f9-b0a8-80ba63aab188", "user_data": "031 Martinez Fields Apt. 875" } }, { "candidates": [ { "similarity": 0.548338448951239, "face": { "face_id": "53c8b3a4-8851-414a-b9ee-872d189a7c7a", "external_id": "FNPTRbDFSijXtBwzQJXL", "attribute_id": "6e6a6d33-c533-4700-8826-c6284836afee", "create_time": "1980-08-13T20:18:07", "lists": [ "7788d551-5529-488c-9699-7cb2f6257ffc", "e49fdedd-77ff-42f3-9cf6-c18e8440807a", "8a99ba0a-27be-4ee8-84d4-a92d80f55923" ], "avatar": "https://johnson.com/", "event_id": "864ce5d1-7c7b-4036-bc28-e1a3203578ed", "user_data": "zodom" } }, { "similarity": 0.765717835032494, "face": { "face_id": "8e7708db-d4a6-49e4-bb42-68a04eb5828d", "external_id": "EvapqcJlOGtXzKNmZBRs", "attribute_id": "9554c233-3c7f-423b-9280-86364f257424", "create_time": "2000-12-23T02:16:07", "lists": [ "0fc24f4d-853c-49f7-8aa9-e44669f5df03", "89c5f263-e5f1-48d6-a581-0bbb1db1d577", "be6df13c-98b0-4687-aa0f-cd74dacc97bf" ], "avatar": "https://www.wilkinson.com/", "event_id": "984d3a1f-08c9-44fd-8904-8eb4d6c38eed", "user_data": "anthonywatson" } }, { "similarity": 0.747147889679056, "face": { "face_id": "6037e8c2-f3e5-4db2-8468-3da997ca8489", "external_id": "ALYiiLnIkdWRomebphEa", "attribute_id": "47b28cc2-c59f-4de0-b184-5240723ec278", "create_time": "1973-07-08T13:27:03", "lists": [ "043e6a3e-5e8a-46e5-ba52-c026a094e582", "6b72a778-d4c8-4361-97b3-9ac13bc176f4", "82af0416-0a1b-46b0-a7f5-d479f112a2e9" ], "avatar": "http://www.collins.com/", "event_id": "3ce70887-0b20-4343-8d68-c4d79c07aa64", "user_data": "rnelson" } } ], "list_info": { "list_id": "89ceba57-b295-40c7-8378-c7c3b6f8b764", "user_data": "343 Janet Valleys Suite 470" } }, { "candidates": [ { "similarity": 0.150774670819407, "face": { "face_id": "36cca8e7-15a7-4e52-b30b-1ecb51ff8ff1", "external_id": "RPZFlTbTwelJIjnPlewc", "attribute_id": "80693205-1993-4e5a-892e-926b81c1dd87", "create_time": "1994-09-23T18:25:05", "lists": [ "adc0ff34-a538-451e-bc20-6a0bcfb13218", "7f23f3be-056c-4022-8ce4-0ff033d6fe27", "7ddbad78-a82d-4e9f-b9f4-322195baab1e" ], "avatar": "https://mcguire-robles.com/", "event_id": "dbbcbc53-fd68-4a5a-b5b0-60f31a40a554", "user_data": "tinawilliams" } }, { "similarity": 0.841964461805039, "face": { "face_id": "63cb8d6a-a066-4cae-89dd-3b4508fc3b8d", "external_id": "IJQOsVWTmkOFdDBtrdos", "attribute_id": "25ffbc8e-4e95-448c-9b5e-68e94df4cc6e", "create_time": "1977-11-06T13:55:38", "lists": [ "b7f4e61e-ac6c-4253-aee0-db80dee8b536", "2e2050c0-531e-4dac-8978-c200fe1cdd6e", "e6e1c9b8-24c6-48c4-a963-6a454d9b4dcd" ], "avatar": "https://becker.biz/", "event_id": "35f2d26a-c8b3-4ecb-b4fb-d7e8690f4e66", "user_data": "millereric" } }, { "similarity": 0.997323996166718, "face": { "face_id": "e52f8fb0-5c91-4f30-b197-158d8d916f8f", "external_id": "TinQafXLBOVZpbkGHliv", "attribute_id": "79d93378-412a-4226-9c2c-59080f86f5b5", "create_time": "2018-09-29T17:33:54", "lists": [ "ffd9b094-ca86-4221-b64e-5ded6f93c49a", "e1940408-464a-4f9b-bdf8-f8da2e649007", "2c3e1e51-a2e5-4806-b908-f8a359bd7255" ], "avatar": "http://www.scott.com/", "event_id": "8389ada1-1a8c-4d69-afce-c0aeb2e87e17", "user_data": "morenojoseph" } } ], "list_info": { "list_id": "e9dae04f-317b-4ebf-8f0c-ecddf2619925", "user_data": "9875 Crystal Streets" } } ], "url": "https://fischer.net/", "face": { "face_id": "6968c558-816d-4181-8548-7ccdb9b54fa4", "external_id": "ddvEaOUCAdrQdXONjIwv", "attribute_id": "45d053e3-b43a-4ad6-b0c3-fd263400771e", "create_time": "2022-01-30T15:44:37", "lists": [ "61bb83c9-626c-4a16-a1be-3cc32d54b268", "1063fa0d-4e7f-44d7-992e-fbe78bf72a85", "b4f07e05-3ea1-4f54-b6c3-8c7b2404eb6b" ], "avatar": "https://watson.info/", "event_id": "c7c9e6ac-7f22-49e4-adac-c53131da7bfb", "user_data": "carsonjanet" }, "detections": [ { "filename": "TyDeXJCiYAiAEhHcwKBc", "sample": { "url": "https://vazquez-jones.info/", "sample_id": "a514763f-1570-419d-8d30-706bf10516c8", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.149044175519521, "dark": 0.40503205039576, "saturation": 0.824724086537323, "blurriness": 0.982329423958756 }, "rect": { "height": 8977, "width": 7755, "x": 6570, "y": 3108 }, "landmarks5": [ [ 5260, 331 ], [ 1915, 8636 ], [ 3334, 2645 ] ], "landmarks68": [ [ 2746, 5019 ], [ 2625, 7514 ], [ 4318, 9072 ] ] } } }, { "filename": "TYqSPWyKiDELVhXUxVzJ", "sample": { "url": "http://www.ho.com/", "sample_id": "356a08d9-0152-4982-898a-3a6d518d5ccc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.18472052997408, "dark": 0.809089496909857, "saturation": 0.793452077887885, "blurriness": 0.654043955166118 }, "rect": { "height": 4056, "width": 6096, "x": 4997, "y": 2473 }, "landmarks5": [ [ 1088, 5173 ], [ 3631, 4074 ], [ 9329, 6337 ] ], "landmarks68": [ [ 6738, 748 ], [ 4036, 5608 ], [ 4093, 8684 ] ] } } }, { "filename": "CQLNpQQPmvNjUGhQTRvD", "sample": { "url": "https://www.robles-ali.com/", "sample_id": "52ab13e9-4726-4d2d-bbcb-dfa63f0ecc18", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.264642658214765, "dark": 0.597291198337614, "saturation": 0.835096430556381, "blurriness": 0.238998497931915 }, "rect": { "height": 1752, "width": 6673, "x": 9053, "y": 4156 }, "landmarks5": [ [ 9299, 1190 ], [ 5317, 5210 ], [ 9955, 9082 ] ], "landmarks68": [ [ 2701, 4690 ], [ 6053, 5437 ], [ 5906, 8225 ] ] } } } ] }, { "samples": [ "4d53cfc6-388f-47d0-9eff-5e85246e111c", 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