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": 88, "gender": 1, "ethnicities": { "estimations": { "asian": 0.202931203011685, "indian": 0.413783067460304, "caucasian": 0.513423232448242, "african": 0.749344290393795 }, "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://clark.com/", "attribute_id": "89dd5d4b-df20-4792-b1be-0742d937846b", "score": 0.785012410750472, "basic_attributes": { "age": 83, "gender": 1, "ethnicities": { "estimations": { "asian": 0.427456118582317, "indian": 0.965448930351458, "caucasian": 0.348608756572406, "african": 0.49830404162532 }, "predominant_ethnicity": "indian" } }, "samples": [ "f69a7995-796a-4b4e-aa92-a68adb83afe3", "e3fcf93a-65f6-4819-93aa-33ed4c018564", "16a4474f-7959-4b46-920a-cf979acb4f67" ] }
- 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": "dcb9e442-e063-4996-a423-8fa482769795", "external_id": "mipGDZcjvcCpQybRiPEu", "attribute_id": "13ac2d32-d54a-4f22-968d-0be6f2db21f0", "create_time": "2004-02-16T22:31:40.566930", "lists": [ "ea3f0607-40a2-4b48-928f-c53c7aa01240", "53af781d-f391-422a-9b67-bb135f4654fa", "48fa83e6-8bf7-4e2b-93b7-ffa3124a8b84" ], "avatar": "https://foley.info/", "event_id": "b59321ab-2fd3-4f26-893a-34d8d92937cf", "user_data": "rscott" }
- 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": "8b5349e4-2425-41ee-9331-2daf8ff90d61", "user_data": "823 Cooper Pine Apt. 029" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.494624254352411, "face": { "face_id": "98ebbe42-2656-48e7-9d9c-fb0314dfe3dc", "external_id": "FYaEbXCxovFIJpcCoZgl", "attribute_id": "c699dac5-48b3-4a15-a47e-0aec0371bf47", "create_time": "1990-10-21T17:36:01.546796", "lists": [ "df9176de-5419-498e-a922-b23561f06010", "94c5d0e4-4c68-466c-93f4-3ea5b13f6a67", "1cf7b643-9871-4e4f-801d-ab523ebfa537" ], "avatar": "http://simpson.org/", "event_id": "0c429ec3-566d-4fde-ae5d-35a30f1df839", "user_data": "drogers" } }
- 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": 0.105374078645333, "face": { "face_id": "3684bb61-dc99-40e0-a405-749c04886bdc", "external_id": "uazPIpCmQBjWCmvNNyve", "attribute_id": "1f26d6c1-2941-4ede-8f82-7b5033baa8a2", "create_time": "2015-10-08T07:34:47.554853", "lists": [ "69628aad-755b-46a8-b41a-e0c8e0291b92", "1ed9eafe-196f-41d9-a101-31b5e22baa71", "d094d8ed-7259-4744-b1d2-c16fab229aac" ], "avatar": "http://www.taylor.com/", "event_id": "77b2b3bf-1b08-48a0-8371-76ed976e2f0e", "user_data": "angelhale" } }, { "similarity": 0.257406784694847, "face": { "face_id": "ccccc32f-457d-4d4b-9043-0b56a4f5d30d", "external_id": "NAPXytumDCrHFIIBCcgQ", "attribute_id": "76540d94-7c9c-4013-a88d-086f9fe31907", "create_time": "1973-11-25T03:09:19.115197", "lists": [ "4aff7490-509e-42a8-96cb-acdd13820b02", "a3964680-7b43-4374-a67d-3bf7592e9e69", "c09d189b-56ea-488d-9472-4dee498d62ea" ], "avatar": "https://www.carey.com/", "event_id": "649a923b-acf1-4a67-9aa9-74572963c042", "user_data": "michael83" } }, { "similarity": 0.205530509482357, "face": { "face_id": "4ff6a8a5-8769-461c-91ae-f1a076db6971", "external_id": "XtdfoNHSYxJNoppzGMro", "attribute_id": "ef434b85-ec82-4cf1-bfa0-9751870bac8c", "create_time": "1978-05-26T00:36:14.138605", "lists": [ "00c4162b-468b-4fbc-aa9b-37ab76dd2ee1", "c8230dac-80ec-4a8f-9c42-9ad4dddb1b0d", "53a0d794-6d24-4e67-a253-64a2e1445872" ], "avatar": "http://white-turner.info/", "event_id": "34d73964-f59d-420f-8190-9dbe32a52b32", "user_data": "ephillips" } } ], "list_info": { "list_id": "9122262d-9b77-4e43-a8bf-a7fdbb0d0e42", "user_data": "316 Robert Divide" } }
- 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": "831178d1-f9bf-43d3-a8a0-8a4b28ddfb0b", "Luna-Request-Id": "igRnDIIfINILNZhcxZmy", "events": [ { "samples": [ "2e16485c-5032-4ce8-bbac-8d4a678fb979", "62d2e924-e21c-4bfc-8843-df1343072c99", "a498526b-bddd-4b6c-b32f-fef99d1089b7" ], "attributes": { "url": "http://jackson.com/", "attribute_id": "2d9ce2d5-ce7d-47a7-bf51-9fcaf7815298", "score": 0.546965787020072, "basic_attributes": { "age": 4, "gender": 0, "ethnicities": { "estimations": { "asian": 0.53070093317672, "indian": 0.784144968935883, "caucasian": 0.547420841963162, "african": 0.3463091007598 }, "predominant_ethnicity": "african" } }, "samples": [ "19dc3eed-8e5e-440d-bcb7-bc65a7a14581", "5dc81e79-1e53-4019-8162-4fa2efb54c50", "b9797184-7f46-45c9-ace5-d79d7563e3ac" ] }, "source": "57333 Becky Mountain Apt. 750", "tags": [ "vDXnPnRPekROdNTAVAKx", "YlSuIexIRaabMxiKYhGl", "BysubkAApmTkcXUbzKua" ], "event_id": "3c3ecb41-7bc6-43f4-ae49-9ee5d8731134", "match": [ { "candidates": [ { "similarity": 0.666607063667992, "face": { "face_id": "b4325ab3-1515-4dfc-9c4c-80a366ebd6d0", "external_id": "iLmKvMDihzDArgPndGlT", "attribute_id": "dcfab2b9-1721-4217-bb19-37784c861a58", "create_time": "1980-02-11T06:35:59.710185", "lists": [ "2dad9540-1a45-48de-ac75-0d3ca65af443", "6f594cee-3c1b-4c09-b0b9-ecfa85b91fcf", "8a805322-2f78-49dd-afea-0df7d59a329c" ], "avatar": "http://wood.com/", "event_id": "26bd21ae-a777-4b93-af73-4af380db21d9", "user_data": "stephenhale" } }, { "similarity": 0.233007324656821, "face": { "face_id": "195df38a-1ff5-4db0-a4bc-6a5f9936e70d", "external_id": "esWqtRnIOjakzxeFMWrS", "attribute_id": "77cf44bb-685c-4145-8a69-df36a20510c3", "create_time": "1978-01-13T20:42:42.299157", "lists": [ "cd7bcd8a-57b3-4707-8340-969d3c430148", "1e443747-2eb6-4432-8398-974ae241be83", "41017d6e-1958-4b2a-8a58-abaa5ab47ab8" ], "avatar": "http://peters.com/", "event_id": "0b109631-8c46-499f-9718-3ccb20977099", "user_data": "jbeck" } }, { "similarity": 0.489203502919309, "face": { "face_id": "f250a3ed-e3b0-43f6-ba33-e6781e18856f", "external_id": "MfZDuLSpMACijYyWzqDf", "attribute_id": "da4df37e-f898-454f-bf07-46e72df3bcff", "create_time": "1994-08-01T23:15:28.676111", "lists": [ "9f73b698-2cf7-4a2a-9b82-a77983931326", "11ff559a-7c36-4680-80e2-2e0e9013314e", "7842b2de-93f5-4613-941b-e3e04a14b754" ], "avatar": "https://www.vazquez.com/", "event_id": "768aaa86-cd07-4d51-836b-d45875548d1e", "user_data": "westmike" } } ], "list_info": { "list_id": "a0ccc715-ad2b-41ef-9a4c-70e5716fb00e", "user_data": "99978 Christina Squares" } }, { "candidates": [ { "similarity": 0.956967488091211, "face": { "face_id": "03197fea-c7ce-47a0-b3ae-f7893e72f051", "external_id": "LTdpXuYlgroUnbtMBoYM", "attribute_id": "48314545-9a95-4131-abe8-a17f71f2e09f", "create_time": "1972-12-04T04:08:44.741312", "lists": [ "225261b4-3b8f-4221-9093-5799159ed0fd", "df2e8af6-c307-4e1b-bb8e-2a97c3e8926b", "7eb6d8b4-0f92-4c70-9510-ab4d6b10d8c5" ], "avatar": "https://www.clay-henry.com/", "event_id": "7cea0dbf-792e-4f0b-9d3b-cc33150724d8", "user_data": "lisagallagher" } }, { "similarity": 0.599009487421829, "face": { "face_id": "7b03974a-357a-49f9-b9b0-7f94f7725f6b", "external_id": "ftXPJaxnMhhVviZxdPBH", "attribute_id": "e32236ed-c352-4126-a5ee-a3f11cea7d3d", "create_time": "1994-01-01T07:19:19.807526", "lists": [ "6a997a4f-9beb-429e-8ad9-d715b5fc714d", "8f9e5b06-52c5-42a2-b512-7c81e2b793e6", "9b654d95-77c2-4bc0-97fa-7c23c03d6f98" ], "avatar": "http://www.huffman-thomas.com/", "event_id": "3387e75b-ffe4-4e44-91bf-8568cb7539ac", "user_data": "angelicalowe" } }, { "similarity": 0.97211794082389, "face": { "face_id": "1630ceaa-b7db-426f-bf0d-c3556c67a695", "external_id": "FLuVOetIwycCJQaowtdQ", "attribute_id": "757a51a9-063a-4377-a702-deafa3adddc3", "create_time": "1978-03-21T12:02:20.082685", "lists": [ "9ecb808f-83d8-41d2-9837-d48558b3425f", "cd84a729-87ee-49a3-9fbf-9293031c6423", "b918d60f-1fad-499a-8d87-0645ec56ab6f" ], "avatar": "https://www.willis.biz/", "event_id": "03d24fce-7d07-4333-8ec3-d7c7a4befd98", "user_data": "clong" } } ], "list_info": { "list_id": "27dda6ba-e7e4-46ba-9034-b0e886813363", "user_data": "60908 Newton Road" } }, { "candidates": [ { "similarity": 0.525901853649, "face": { "face_id": "0456cb2d-b769-49b8-ae3c-4fcaa88cb383", "external_id": "bjGhGGOQOJIHISCeBiaJ", "attribute_id": "997c7e4b-8cc4-4c3b-9c0e-8b4ec88fcd50", "create_time": "1975-09-26T04:18:44.031697", "lists": [ "272c379d-2130-4014-8e3b-b0a667523c97", "24c21282-c775-4686-ae5d-9dcf2ff4ce79", "a719a66d-9244-4dcf-913b-8ecfcc4da878" ], "avatar": "https://copeland-martinez.com/", "event_id": "2e9a3e6c-ab23-4bff-83ed-6f865672573d", "user_data": "romerokristen" } }, { "similarity": 0.585320506616127, "face": { "face_id": "f9bd90c4-ee10-4bb8-b6e1-85226d6ac8ed", "external_id": "xgtcvaCwvQQCQolvkPCs", "attribute_id": "73bea968-6f62-493e-8ad3-c4bc2079f248", "create_time": "1992-05-09T23:48:00.023959", "lists": [ "9c7a6945-fe4f-4f8c-991c-0758b0d024c1", "dbb4e5c8-8272-4eec-9a52-d4c1149d2273", "522ee9d8-659e-429c-bbea-db8e5297a734" ], "avatar": "http://www.weber.com/", "event_id": "cc1a5c77-30f0-44d9-b939-1672f7f6b340", "user_data": "deannavaughn" } }, { "similarity": 0.671498616693891, "face": { "face_id": "c6b36715-7c93-4c71-884b-65e5f0c192f3", "external_id": "jXQCNFjVLlTllXVZulfD", "attribute_id": "423f1a85-20b3-4140-b115-df52ffa25b77", "create_time": "2003-05-20T11:40:33.676014", "lists": [ "cf1523a2-7a41-4532-9f46-e638bd9f6f0d", "09e9b384-f763-44be-be26-881670d44ef0", "f45f545b-dd44-4bb0-9d09-7b481ba1a4f2" ], "avatar": "http://www.gonzalez-collier.biz/", "event_id": "9163da7b-12ae-4eff-9977-0f808d959dac", "user_data": "victoria50" } } ], "list_info": { "list_id": "2734f1f5-1ee6-44f9-9c48-d9ca476fe771", "user_data": "21744 Todd Well" } } ], "url": "http://www.nguyen-garcia.org/", "face": { "face_id": "cdad4f0e-fb14-47bc-a472-f6d6119c8a69", "external_id": "NVuGeGmbRrtqDPYsqsJu", "attribute_id": "cd48fb0a-561c-4dac-b492-cfb6ed841069", "create_time": "1975-04-06T09:19:09.085530", "lists": [ "e12124b1-193d-4cd2-acfd-bd3bd3fd60de", "ef00492c-53ad-4063-ab43-a492c05730e1", "2fc86144-dd07-46df-8718-3dd65f5f850b" ], "avatar": "http://herrera.net/", "event_id": "2b2f31ee-bf80-4cdf-b229-b96998601f8f", "user_data": "jrocha" }, "detections": [ { "filename": "sGrCHcMvxbFUfboXVMXG", "sample": { "url": "http://crawford-coleman.com/", "sample_id": "2335603d-5378-40f4-a045-84225efc6825", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.764493148466309, "dark": 0.34250811885941, "saturation": 0.950254394852103, "blurriness": 0.600369481514685 }, "rect": { "height": 5121, "width": 9371, "x": 1659, "y": 1937 }, "landmarks5": [ [ 6715, 685 ], [ 3905, 9565 ], [ 3638, 4644 ] ], "landmarks68": [ [ 2909, 2436 ], [ 3375, 5939 ], [ 6012, 1352 ] ] } } }, { "filename": "aXFTMJlssXNgPvRwratO", "sample": { "url": "https://www.clarke.org/", "sample_id": "b65600da-e534-4c67-a38d-aa2f46935c77", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.826458720065937, "dark": 0.100248908051196, "saturation": 0.41084148738417, "blurriness": 0.470862314237336 }, "rect": { "height": 3749, "width": 4734, "x": 6901, "y": 7720 }, "landmarks5": [ [ 1712, 5057 ], [ 5792, 5023 ], [ 4913, 9499 ] ], "landmarks68": [ [ 338, 153 ], [ 9005, 9393 ], [ 5649, 2607 ] ] } } }, { "filename": "ZWYvjWkNnKssDMOmPJUV", "sample": { "url": "http://www.peterson.com/", "sample_id": "4d16afcb-d2b6-47f9-9fc4-0268f7568883", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.842884942838221, "dark": 0.739204823761285, "saturation": 0.805645867515143, "blurriness": 0.366064899489808 }, "rect": { "height": 3606, "width": 6334, "x": 4996, "y": 2159 }, "landmarks5": [ [ 1561, 5196 ], [ 9275, 5249 ], [ 454, 318 ] ], "landmarks68": [ [ 8136, 7069 ], [ 6369, 764 ], [ 3886, 2325 ] ] } } } ] }, { "samples": [ 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