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": 44, "gender": 0, "ethnicities": { "estimations": { "asian": 0.740557032385038, "indian": 0.13331808166837, "caucasian": 0.852904912121942, "african": 0.515587122367387 }, "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": "http://weaver-ramirez.org/", "attribute_id": "c650657d-29c0-4446-8e72-9a1fd5feca70", "score": 0.518126024240475, "basic_attributes": { "age": 43, "gender": 1, "ethnicities": { "estimations": { "asian": 0.607848545322527, "indian": 0.959385571477294, "caucasian": 0.935687608816, "african": 0.569648266808587 }, "predominant_ethnicity": "indian" } }, "samples": [ "366be953-2a4e-41ed-8f75-6fd9794475f2", "22d7f371-a287-47c1-b3ed-8bfca5ad4e47", "84e150ed-beb5-4145-b828-8441aed6066e" ] }
- 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": "661f15e1-1d9c-4ebd-892e-dd1c85487083", "external_id": "rEsIvwJUriApoSLoLABG", "attribute_id": "941f81d4-8c66-4e43-8c4f-1eede343ece5", "create_time": "1984-07-18T23:37:45.813409", "lists": [ "2d1346a0-b8c0-44f4-95e2-e283096508bb", "025f3f49-2bd1-49ec-980a-f453355ab108", "e74d1785-9392-49a7-a44d-ab012a278693" ], "avatar": "http://thompson.net/", "event_id": "d2e7425c-3a06-4e7e-842d-7a913aa37808", "user_data": "paulwilliams" }
- 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": "9e45bc08-ded9-47bf-afbf-3fbc2d5c1eab", "user_data": "83110 Morton Plains" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.579770373790712, "face": { "face_id": "6ddb3d3c-41a0-43d7-b252-c4c06e63b48d", "external_id": "mxzaheVXgPantBDttfPn", "attribute_id": "e7101ce0-b709-4cfe-82c3-f19032f5a052", "create_time": "2018-01-16T13:43:55.301212", "lists": [ "8dc69df9-277e-467e-a300-6d728bc6f24d", "d77ef474-2b60-47f0-ae59-9317c14d63ec", "b1167658-1410-45e8-a762-c6d1efaf631b" ], "avatar": "http://steele-pruitt.com/", "event_id": "14a021ed-b247-44f4-b299-dcb527b59542", "user_data": "nathansmith" } }
- 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": 0.658101558383639, "face": { "face_id": "85777656-2f79-4751-b465-ca010c332ab2", "external_id": "lqNbnVRRelsvYEcHlWHa", "attribute_id": "67c77a25-465e-4242-9c62-9ae4e54f7916", "create_time": "2013-03-06T12:05:37.121825", "lists": [ "b1f05d53-1a23-4a0d-8ed2-333fee6c2d49", "55f8e4b8-156d-41e5-89fd-d18aeecdeb03", "7cac4ada-72af-4db2-b757-f4edace9aad0" ], "avatar": "http://miller.info/", "event_id": "55467950-b144-4bbb-ace0-20cb13a38afc", "user_data": "nshepherd" } }, { "similarity": 0.824781730178377, "face": { "face_id": "6951f777-ac93-43f0-be3d-53ae0ac215fd", "external_id": "kShIsObsLOMfJZBAUlrX", "attribute_id": "91030f85-7fe5-4fe0-9024-bc91227d267f", "create_time": "2008-09-18T23:59:12.873478", "lists": [ "1f12ace4-1075-45d4-a186-632f4c3d0963", "739a9d07-327d-465b-8486-d03d3316705f", "5b675cb6-ea00-454e-82ae-04f0822f28c2" ], "avatar": "https://boyd.com/", "event_id": "96e231b0-901d-4602-bf26-0768fec22533", "user_data": "mlawrence" } }, { "similarity": 0.85411773584161, "face": { "face_id": "99a11feb-a683-4d9f-8fe1-1a4606982787", "external_id": "cFsDTDzDjXIMoXIxTUSe", "attribute_id": "06bf7905-e122-4444-8f99-39bc19997bf6", "create_time": "2021-12-21T22:47:26.728711", "lists": [ "8dbaf438-004f-4691-81e6-e2b17955ec1c", "88144e9c-3a83-4534-a4ad-30743c52efc1", "c3aada90-59ef-4e00-9de6-81e10791513e" ], "avatar": "http://www.wagner-reed.com/", "event_id": "8f899b5b-4c31-4fa4-9bbf-3f3977dd7643", "user_data": "taylormarshall" } } ], "list_info": { "list_id": "a82d33fd-1bfe-4a93-9d48-7c3bcc1bd11f", "user_data": "866 Sara Landing Apt. 886" } }
- 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": "46ec6bc8-70c4-47a2-955e-de5b922f64ab", "Luna-Request-Id": "ONtoyhfGhCCjqwOiIjUx", "events": [ { "samples": [ "61927b85-14b1-4ae3-81c8-ee1729c8d15f", "1d1b0c53-0b9e-4440-ac48-cc37c76595f8", "aedcb0cd-3568-4927-b8c0-c2779e9514e9" ], "attributes": { "url": "http://www.flores.com/", "attribute_id": "2faf0ece-5aac-4947-8e82-5a11522f1653", "score": 0.195843542830331, "basic_attributes": { "age": 6, "gender": 0, "ethnicities": { "estimations": { "asian": 0.84250630570454, "indian": 0.793085324288356, "caucasian": 0.339785874167221, "african": 0.189588652662473 }, "predominant_ethnicity": "asian" } }, "samples": [ "ede050c6-cbb9-4467-b06c-65502657ae9e", "da67f0ed-67d9-4eb7-8f15-0fd057ed3d49", "0eb30def-65f9-4552-bdbb-a216e9d56e1f" ] }, "source": "75546 Eric Square", "tags": [ "QCKFwtRhhfUQklWYAyUj", "qlzRdvwEqleJFMSjfWOD", "gABwEqMHBzcCbVGAbUeO" ], "event_id": "76fd6b74-6de9-419d-aa07-43dd72e97abe", "match": [ { "candidates": [ { "similarity": 0.107119311843543, "face": { "face_id": "eb1f44f4-8f53-44b6-9750-bb61be263e03", "external_id": "fbvEOExmGtXycZBoGzAu", "attribute_id": "99dc1229-dd47-46a1-8728-906dea8fd820", "create_time": "1980-06-30T21:49:00.640065", "lists": [ "029e9ddd-1096-49cc-9b62-0bdaa219a6b5", "97236a67-8920-40d4-bce9-4600a9a87372", "a17c3712-9bb8-41ec-b1fb-b9332cde1f29" ], "avatar": "http://www.foster.com/", "event_id": "fdb646ea-1ee1-4744-886e-fd9aac355709", "user_data": "coreycox" } }, { "similarity": 0.295972803411644, "face": { "face_id": "322ee4c4-fa9b-4ef4-b0fb-ce2528cf0cf9", "external_id": "jDeoJmoyJrCirJGXQliz", "attribute_id": "03dc650f-98a9-4e46-bf80-65cca3a1eb66", "create_time": "1999-08-04T18:46:05.245036", "lists": [ "872ba14d-1c8a-455b-aefa-ef5f0bcf7f72", "a0eed1a7-eca6-4575-9449-efb73826b9d3", "5c56443e-8960-457b-b58c-bbe6734703a2" ], "avatar": "https://www.guzman.com/", "event_id": "a0b655b7-0908-46d8-812e-c8a66dddde9f", "user_data": "qstein" } }, { "similarity": 0.905026491242017, "face": { "face_id": "545c787d-564c-4afd-9f4b-ccada977ad63", "external_id": "UrnfkoWsLBqvTOZNYSHe", "attribute_id": "ddcf31b9-b49e-408c-a39b-29b5d5d4d7c9", "create_time": "2009-08-21T16:54:04.972244", "lists": [ "26a65c6a-009f-4fde-a27e-130242208c91", "47a56495-3ec7-406d-8805-b7a5844ab7d7", "d7566ba8-537d-4abc-aa18-9211087f666c" ], "avatar": "http://bryant.org/", "event_id": "6bfddf22-fc31-4de0-a8aa-5fba80ebf115", "user_data": "kelly22" } } ], "list_info": { "list_id": "922109eb-76ba-4999-ab58-0ab733405f50", "user_data": "13325 Wood Burg Suite 616" } }, { "candidates": [ { "similarity": 0.675215500590571, "face": { "face_id": "1e05d078-4725-400b-a87b-2dfafa210162", "external_id": "osRgDJnojXKTwTWYqMqP", "attribute_id": "975ad2b7-648d-4766-9da5-48f814dbae80", "create_time": "1983-07-17T23:17:56.122046", "lists": [ "d31b07ea-94c0-4fae-a7c6-23c497e78e67", "449a66d2-ac4a-419a-aee7-4f7658bc9a1b", "40026b48-22e1-4e95-b758-27529e85db16" ], "avatar": "https://campos.com/", "event_id": "20b84bcb-e56b-4cf3-9073-29c37c95c900", "user_data": "nschmidt" } }, { "similarity": 0.332240123456903, "face": { "face_id": "1c9aeb34-40d1-4b0f-9e05-8d3e863ea2ad", "external_id": "bsBudtfnIziorVAYMbpk", "attribute_id": "f84cfccf-bb06-4762-82a8-b810d2ee0014", "create_time": "1990-07-11T17:36:05.486790", "lists": [ "aded2f7f-6391-458e-9be1-2d1adf7899dc", "6eaaa84a-1623-4bfe-92f9-9d2a17e8483d", "8e5412a7-3bf2-460c-9375-9624d26ec9aa" ], "avatar": "https://www.weber.com/", "event_id": "26824efd-cef1-413e-a296-9ee7060021d8", "user_data": "sean77" } }, { "similarity": 0.32124203951461, "face": { "face_id": "d8042db4-09f8-433a-9e11-b71c6c82f690", "external_id": "EzmLFEFymwDBdMIQYzTZ", "attribute_id": "27b4cf91-027a-43b9-8f82-c05de8b699c3", "create_time": "2013-10-09T19:52:56.592834", "lists": [ "03d078a0-45ef-4e89-8cc8-c4244ae9d1d9", "89fb5180-f83e-432f-8a42-02d88199e21e", "d627c95c-5991-4e38-a8f5-a70c04c37f2a" ], "avatar": "https://cooper-roberts.com/", "event_id": "ffc12759-b764-45ef-860c-1c4802125d65", "user_data": "nicholaswheeler" } } ], "list_info": { "list_id": "034478cf-597f-4ce2-bd47-67ff015600f6", "user_data": "99559 William Lights" } }, { "candidates": [ { "similarity": 0.50493394046785, "face": { "face_id": "972bbb71-0230-4a4e-9ced-5f0a50d8e2a0", "external_id": "hiSpVIDZYAWyIwlycFma", "attribute_id": "b1ff015c-1248-4d34-aaa7-10c0275c4704", "create_time": "1993-12-29T21:53:26.103250", "lists": [ "c1d55c52-321b-416d-baa9-f9ece9c1f908", "a9c45eea-c535-43b8-800b-1f8d8e9e58ce", "c65efdf4-af2b-46c5-bae1-6829b68581f8" ], "avatar": "http://www.johnson-williams.org/", "event_id": "076fccff-bec5-43c3-89fa-9b33f16b930d", "user_data": "tara00" } }, { "similarity": 0.322388470507127, "face": { "face_id": "22608b6e-b806-471e-9dd9-8c22357b268c", "external_id": "fumHhGWofHoXeLdpwALC", "attribute_id": "a7239a09-40f5-4a12-bdd1-9eb042dda37e", "create_time": "1972-10-10T16:33:54.767879", "lists": [ "5aa337a2-1870-43a5-b43d-85c7c059ed28", "a9bb79ea-083a-462b-988a-57841b00817c", "62d20b36-7ea5-4307-a332-d025aecc3f9b" ], "avatar": "http://ward.org/", "event_id": "54beed45-1bcf-4786-8932-35fdd4870451", "user_data": "beckamanda" } }, { "similarity": 0.520957043450896, "face": { "face_id": "d4aa62aa-1c7d-45ed-b5fa-3acbfc7e7c6e", "external_id": "uZaabCclGDxZQLxkNjbC", "attribute_id": "57992ee8-fe30-407b-bd67-3351548b1e0f", "create_time": "2013-11-23T14:11:38.626744", "lists": [ "9aedef92-fd57-44b5-95ad-c9b39f383ae0", "48b15a28-43ad-4f1a-a51d-011a86566e7c", "a4de0ab4-dbc7-4fe9-9734-b102cdeaf697" ], "avatar": "https://davis.com/", "event_id": "760227b8-ea19-40b2-aa9d-2af765111a03", "user_data": "david39" } } ], "list_info": { "list_id": "ef709b5a-c9c0-474d-96bf-3060263883ab", "user_data": "57376 William Burgs" } } ], "url": "http://www.green.net/", "face": { "face_id": "380e3de4-e0f3-4e57-b6e3-4509419be1a4", "external_id": "bFYNQntjrPucFRUrjljj", "attribute_id": "e1733466-3614-4c6d-a37b-124cc8ad4a64", "create_time": "2023-05-21T04:17:18.955651", "lists": [ "c272da9f-8df3-4ca5-aab5-6f240e8fa012", "37dbc4c0-743b-4575-b146-0a77820e0d33", "0623bf51-2815-44aa-a2a9-68621ab5284e" ], "avatar": "https://reilly.org/", "event_id": "d33af124-6180-46ab-8890-fe06ca3a9850", "user_data": "bartonmarcus" }, "detections": [ { "filename": "rmUkUbQyRkMBvftNoJrd", "sample": { "url": "https://wise.com/", "sample_id": "9f40fa78-2869-4631-9aa3-98afac6d7121", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.687489909683704, "dark": 0.89247225279061, "saturation": 0.575134040662902, "blurriness": 0.45740755590023 }, "rect": { "height": 733, "width": 2499, "x": 4308, "y": 5209 }, "landmarks5": [ [ 6080, 140 ], [ 9198, 207 ], [ 804, 2171 ] ], "landmarks68": [ [ 8102, 6882 ], [ 3940, 6724 ], [ 8093, 7140 ] ] } } }, { "filename": "MTtNcNjrSwYbenfeOCaR", "sample": { "url": "http://schroeder.com/", "sample_id": "d304fedf-89bd-44a8-844c-a417ae5d9bd7", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.7710803072724, "dark": 0.293003795090469, "saturation": 0.353354311244902, "blurriness": 0.270921657519941 }, "rect": { "height": 2917, "width": 5975, "x": 2237, "y": 3756 }, "landmarks5": [ [ 3265, 5046 ], [ 2678, 5220 ], [ 8969, 7644 ] ], "landmarks68": [ [ 6434, 7465 ], [ 3449, 907 ], [ 4530, 8008 ] ] } } }, { "filename": "UDPLgEBGAAGwGrzjoUfa", "sample": { "url": "http://velasquez.com/", "sample_id": "71139c02-a819-4f8f-8556-db567b113529", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.458660558908303, "dark": 0.937301667539822, "saturation": 0.753385200723868, "blurriness": 0.820973769930911 }, "rect": { "height": 3229, "width": 3396, "x": 8980, "y": 1420 }, "landmarks5": [ [ 1459, 232 ], [ 9708, 3157 ], [ 6245, 5330 ] ], "landmarks68": [ [ 8038, 7170 ], [ 2783, 7170 ], [ 5975, 396 ] ] } } } ] }, { "samples": [ "85c816c2-1dcf-4a73-9a1d-5298968fd121", "463ab05d-170f-484b-b287-f5ef8d3d9809", 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