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": 56, "gender": 0, "ethnicities": { "estimations": { "asian": 0.173909054443798, "indian": 0.786085826921512, "caucasian": 0.548004341545315, "african": 0.796692247997035 }, "predominant_ethnicity": "african" } }
- 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.king-henson.com/", "attribute_id": "a65cec3a-2c25-4f74-aaec-fb66567067a9", "score": 0.560105122673239, "basic_attributes": { "age": 51, "gender": 1, "ethnicities": { "estimations": { "asian": 0.646489105852103, "indian": 0.667801156775504, "caucasian": 0.973236981003011, "african": 0.890361103792546 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "2096a011-add7-4102-9c06-080c63a3d801", "ec3d7ae2-de9e-4faa-85fa-cf0ce88906e6", "2d3f668d-27f8-4c16-a5dd-ab16d6f75387" ] }
- 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": "9ba54e3f-dcf8-43aa-a0e8-0da83f333f1b", "external_id": "LdgptCNnGYqJLFiwAgWt", "attribute_id": "528ea28f-3610-40e8-a58e-cba65a30cec2", "create_time": "1979-08-17T11:08:27", "lists": [ "2bb80ba9-eff6-45dc-85d8-3bbaf89768c6", "78c27039-dbe8-4789-a2d6-8baf99567aae", "4023c1a4-3fce-40fe-ab9d-83c66f73695d" ], "avatar": "https://nielsen.net/", "event_id": "ebfaf3ff-1eb8-4cc0-8c83-8d68ea8f81c8", "user_data": "hannaebony" }
- 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": "22e4cdae-558d-48a4-bb6c-4cc7bc0ccd24", "user_data": "9258 Sarah Camp" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.1312907492049, "face": { "face_id": "e08a7591-e128-4f6d-a41d-fc95d9b4a541", "external_id": "EzFIkbWayQfDdHLZhmRr", "attribute_id": "3e7e119a-2319-4ea1-8ba5-1a2cebf8e360", "create_time": "1997-01-11T01:11:22", "lists": [ "d48e81d9-c68f-4c67-8616-0e028630d8ba", "4cae0f72-c3a2-46fc-90b7-580e38786291", "7dba92a1-0876-45de-93ea-8ac0375bfeac" ], "avatar": "https://williams.info/", "event_id": "3f67cea0-f5e2-49db-8ca7-d13bd27665a1", "user_data": "bruce13" } }
- 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": 0.403890831822598, "face": { "face_id": "721e15b2-f847-4018-a031-bd618bfab660", "external_id": "vTJZKbuICsYiQWkjVzRK", "attribute_id": "6f48c940-0447-471f-a7a9-ff0c3453dde2", "create_time": "2000-08-29T06:19:42", "lists": [ "dca29a62-ea0b-439b-adf5-e5bd360ae9c2", "fe72b4be-670c-4ae5-960b-e964ebb00a00", "1629c4bc-f37f-4177-8aa4-611368f17dec" ], "avatar": "http://williams.net/", "event_id": "0ddb3f5e-dff4-48a8-963e-af5f6b70174e", "user_data": "derekcrosby" } }, { "similarity": 0.997300980781037, "face": { "face_id": "f61dbc51-5e28-4032-befe-e06729d439e8", "external_id": "wKkfJDboFgUoKAgTimem", "attribute_id": "dbf8e521-d956-41f4-af28-fcc2c567cdbe", "create_time": "1988-08-07T09:23:23", "lists": [ "56cd8967-614a-480f-9a28-85a68adbd83c", "8ef00dc4-0e72-4feb-9805-688395ac258a", "276f8d39-040d-437b-8c0b-391a5bcb31e4" ], "avatar": "https://lane.org/", "event_id": "52004faf-5608-491d-ad8c-fdea2cefe643", "user_data": "fisherchristopher" } }, { "similarity": 0.983815970797118, "face": { "face_id": "e92c2ad5-645b-4777-8d8c-049d7ee830e5", "external_id": "GGvWhumLOkARACyaRimq", "attribute_id": "135d2470-c714-435f-ba64-ba7ab403def2", "create_time": "1982-02-28T06:38:30", "lists": [ "bd36dce4-3e8d-48d6-a148-e315b44b961d", "7eb47cfc-23c2-45b5-9432-cde265d94c07", "d65677ae-ba61-4eb4-8fff-c8f36dd7b7b8" ], "avatar": "http://fernandez-reyes.info/", "event_id": "d416acb0-dd08-4d96-bac5-5885e1bb4197", "user_data": "diane76" } } ], "list_info": { "list_id": "a334bcda-3846-4a75-a7d6-61c196e1c433", "user_data": "374 Gonzalez Falls" } }
- 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": "63f84dbc-63b6-4132-a633-be2bb14227d6", "Luna-Request-Id": "nWJInqJnxsJYSXlDAAtl", "events": [ { "samples": [ "9fdca4a3-d431-4fc2-aa2c-19cf67539738", "060761ae-4491-433e-9985-2d578de5c68e", "234c5389-73d6-4b77-bb8e-f486d9fb018e" ], "attributes": { "url": "http://www.delgado.com/", "attribute_id": "1beb9e84-16fb-454d-9e0a-45544367bd5d", "score": 0.261420399305184, "basic_attributes": { "age": 77, "gender": 1, "ethnicities": { "estimations": { "asian": 0.419295234626489, "indian": 0.531820669605925, "caucasian": 0.661549847238622, "african": 0.377330522733608 }, "predominant_ethnicity": "african" } }, "samples": [ "2f061e97-4534-4867-9b9f-3add17cf9687", "e6cfe68d-c813-4f6b-901c-2ed523ea3d0c", "61e7e166-c976-4daf-9e5e-625b8023935e" ] }, "source": "57777 Howard Keys", "tags": [ "WDYlOLnmObHXXHQzWFgJ", "TlDHBQtsjsaCgljAWdmw", "bmYcXtcvvIcTzZaRDbjF" ], "event_id": "13793c8e-d71d-4a23-843c-eea72cb86f5e", "match": [ { "candidates": [ { "similarity": 0.318710755368476, "face": { "face_id": "a058dd29-a468-4da0-b21d-b7f71ff086f6", "external_id": "llDkvpiemkJymmxVBnWg", "attribute_id": "93d605b4-bf5b-417c-b72a-0b270e57c7e8", "create_time": "2002-03-26T23:09:22", "lists": [ "082ad21f-436f-42d2-bf18-02991cbf4f41", "a922f7f7-60ac-46a4-9da3-b8c57aba3924", "3e8918d0-3ce7-4842-9f5a-a1318c409eaa" ], "avatar": "https://www.williams.com/", "event_id": "eb61be76-49b8-4d10-98a7-71fdd11fcab7", "user_data": "cory77" } }, { "similarity": 0.368139153011697, "face": { "face_id": "cff7f970-b23f-4d54-8e54-378fbe9f122d", "external_id": "kkEcAQdDJRWcAamgWXvf", "attribute_id": "34f0c0b3-c16e-4b51-9cb9-c1edfddf04c8", "create_time": "2012-07-27T14:44:45", "lists": [ "06964ca7-a1da-444d-8877-8d5b0859d330", "8386fe33-5b98-4251-816c-a6c59ca45812", "bf8e4629-5f3e-431b-a541-b889e63d99cd" ], "avatar": "http://www.lawson.com/", "event_id": "686eb576-66f3-4d95-a09d-37229d333658", "user_data": "emmalong" } }, { "similarity": 0.621411734307805, "face": { "face_id": "41e919a9-d082-44b0-9175-8c38461a243b", "external_id": "jnGiuVFWVSTroSWacxet", "attribute_id": "da20aec2-8a2f-4102-a51a-dd8c37f91e2b", "create_time": "1998-05-25T16:13:42", "lists": [ "e0d38323-351a-4c0c-9de7-fd8f77b1cb28", "2de4525f-ddd6-4f82-9805-5d16efbda6b8", "43ecb823-8db3-4612-86fc-ef0412000789" ], "avatar": "https://www.haynes.net/", "event_id": "e5a8dbfc-673b-422c-9e4d-f0fb455cf99d", "user_data": "angela14" } } ], "list_info": { "list_id": "e9fbeacf-c23b-4cc1-adeb-c2ab78759c98", "user_data": "7839 Gardner Camp Apt. 874" } }, { "candidates": [ { "similarity": 0.415444261403357, "face": { "face_id": "c77f9fc3-86a1-4a18-83c6-61c8028297fc", "external_id": "EdIPOnVwJGLyPQKZIUZZ", "attribute_id": "eea47c29-8739-493b-93ff-87220695a52b", "create_time": "1999-09-06T05:19:27", "lists": [ "a2af0c12-9cd1-4b01-ba50-76a50b31aa79", "82676906-dcd1-4b1e-b30d-04c56cac6b5f", "76b8183e-aec9-42f7-a4cd-f8174a553e30" ], "avatar": "http://pham-lopez.info/", "event_id": "8b3e6eb9-b459-4ec9-bac9-4370ad83ad60", "user_data": "graydanielle" } }, { "similarity": 0.972476543048574, "face": { "face_id": "c995647b-43df-4199-87fa-fb31299f4e9d", "external_id": "boEKIAhruYIwGfdpMLkI", "attribute_id": "c3ee2bcd-e112-484b-b71a-01442288f2a9", "create_time": "2022-10-28T14:12:07", "lists": [ "bbe1a19b-2758-4e03-9ae2-a29f611ce85d", "74f38cc7-6c23-492d-8006-12cf657aa18a", "d87ea5c7-5b0f-4fe8-9c25-fde15962adeb" ], "avatar": "https://www.nelson.com/", "event_id": "92d6978c-235e-4365-a5a6-f8d68e4af341", "user_data": "wigginsrichard" } }, { "similarity": 0.50868740139585, "face": { "face_id": "247128aa-2ed2-4de5-a3f4-ccbaa6e06f50", "external_id": "dELCofXppckeQnlzDdzh", "attribute_id": "8e19110d-fd7a-4541-8b8a-cf7d7a00b7ce", "create_time": "2022-06-21T10:44:33", "lists": [ "5ef0aa5a-fc23-4935-9f51-b1fdc75720c4", "a0812588-2a29-4da9-ba6a-c49536b5d3dd", "32dc69c1-0486-4b57-af36-420b9b2fb5b0" ], "avatar": "http://www.mitchell.com/", "event_id": "8696f008-c18b-433e-883d-2009033b1898", "user_data": "mark53" } } ], "list_info": { "list_id": "35311044-bb7a-48d6-9481-590f2536de34", "user_data": "0988 Brown Locks Apt. 695" } }, { "candidates": [ { "similarity": 0.881546111785268, "face": { "face_id": "32d092b9-156c-4b99-b1e0-7fc9400e219b", "external_id": "xOSfrdNoLGLpywOqLvhh", "attribute_id": "ca53ba41-d92b-4e37-9eef-6ae96a19d103", "create_time": "1970-07-27T15:47:14", "lists": [ "e648c513-8bd7-4cc4-a8e4-ffafbb01641c", "b05ed621-e106-4439-9a54-3c58a8c5d47b", "5eca2878-eec3-409d-bd2c-0dddf3a7c63c" ], "avatar": "http://hoffman.com/", "event_id": "8be52934-0af2-4ff0-87f8-686be7a33a99", "user_data": "michelehorton" } }, { "similarity": 0.450479510647208, "face": { "face_id": "e5e4310b-194c-4ea4-899b-020b1d9440d6", "external_id": "VZjGlOcCSNwlzwSDQWKV", "attribute_id": "3d8ff763-24bd-46b1-904b-c5fd2d0962f4", "create_time": "1975-04-03T17:10:18", "lists": [ "a1065842-d50f-43e1-819e-1adad01a9d25", "2c936ac6-b75f-4c70-8b93-4d7fa0ffeaea", "4b70c72d-072f-43ca-b49c-9880b51a0bcb" ], "avatar": "https://hernandez.com/", "event_id": "4b5ed7f2-5b09-406d-bc11-cd6199f45fe3", "user_data": "riverafelicia" } }, { "similarity": 0.71202175533656, "face": { "face_id": "d689fdcb-696e-41dc-af0c-0e8ac3418496", "external_id": "aofBunPqzqctwDWeHhXJ", "attribute_id": "1fb47dd3-b277-4555-976e-6eea140f84a2", "create_time": "2002-09-24T17:46:03", "lists": [ "6fdb6c39-f203-4cb0-80f6-1aec07037aad", "daf6dfab-212c-4be2-a6b7-37802864bb16", "fbe720de-e9b4-4ead-8c09-40a8d2dbf9e9" ], "avatar": "http://www.wagner-doyle.com/", "event_id": "14a56f25-3d66-4096-85ee-59e929825c75", "user_data": "mikehill" } } ], "list_info": { "list_id": "d4115079-f00a-4a2b-b20e-bd480bd5173e", "user_data": "28474 Christopher Key Apt. 975" } } ], "url": "http://lopez.com/", "face": { "face_id": "b2dd5d29-8999-4311-8b57-68517e928043", "external_id": "XUWxyGyJtnEKrHnPfVwk", "attribute_id": "35af1ef2-a5e7-4a74-a749-66bd95e228a0", "create_time": "2009-09-29T02:35:59", "lists": [ "9c9bbb1b-d877-470c-83ac-fc06c390db0a", "5ab490aa-fd3a-4c08-9c6e-56453d71c93f", "720e5b89-a7e3-43f9-b01d-83b219bc3756" ], "avatar": "http://edwards.net/", "event_id": "e978e3fc-c59e-40c4-ba07-3bac5dffa77b", "user_data": "clarkekathy" }, "detections": [ { "filename": "GNisUfGJUPTzKcXJugIN", "sample": { "url": "https://chambers-cohen.com/", "sample_id": "12e1ce9b-63c2-4a97-a2f2-2dd2c483fbb2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.714957457577313, "dark": 0.103213882903968, "saturation": 0.169239864249833, "blurriness": 0.385183389458636 }, "rect": { "height": 9151, "width": 6380, "x": 2788, "y": 458 }, "landmarks5": [ [ 4344, 544 ], [ 999, 8558 ], [ 5503, 2002 ] ], "landmarks68": [ [ 7309, 1906 ], [ 7041, 8474 ], [ 3342, 6201 ] ] } } }, { "filename": "xQpIoTlGPCvGwESPPmwF", "sample": { "url": "http://www.jennings-foster.net/", "sample_id": "7b952f42-d2a2-4ddf-83c1-3508e1757e20", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.695656583742553, "dark": 0.532771054205917, "saturation": 0.172023280832329, "blurriness": 0.42303082817253 }, "rect": { "height": 752, "width": 5324, "x": 8494, "y": 2326 }, "landmarks5": [ [ 4250, 6589 ], [ 169, 5403 ], [ 7983, 397 ] ], "landmarks68": [ [ 3380, 121 ], [ 5815, 4493 ], [ 2302, 9679 ] ] } } }, { "filename": "HzopweIczgsDVksuZoZc", "sample": { "url": "http://francis.com/", "sample_id": "a1edaafb-e304-4b67-9d6b-1569b8c0b2e2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.874565106937001, "dark": 0.451455674999221, "saturation": 0.432814734893326, "blurriness": 0.2511972349945 }, "rect": { "height": 8795, "width": 1505, "x": 8598, "y": 7429 }, "landmarks5": [ [ 6980, 8023 ], [ 9735, 439 ], [ 247, 5784 ] ], "landmarks68": [ [ 6080, 2874 ], [ 213, 2966 ], [ 6481, 559 ] ] } } } ] }, { "samples": [ "28155b62-e6f6-4c1a-808c-6b6715244443", "60542412-ba27-4263-ac4a-7599336bef39", "3816bf25-9b0d-4d26-a1dd-d4d176e32ad0" ], 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