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": 74, "gender": 0, "ethnicities": { "estimations": { "asian": 0.56625009826269, "indian": 0.879268399889924, "caucasian": 0.475774440540518, "african": 0.293495572501907 }, "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": "https://www.smith.com/", "attribute_id": "cc40845c-d2bc-4d85-9a63-c6bf428ba0f0", "score": 0.585442691003797, "basic_attributes": { "age": 67, "gender": 1, "ethnicities": { "estimations": { "asian": 0.135562529073124, "indian": 0.59365439784967, "caucasian": 0.114010734769153, "african": 0.477443111897282 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "de56148f-abd8-491a-8917-93df1e0bd575", "adee8d64-8af2-4429-8d09-9d14acf2c30f", "cf87f1e9-33b1-4226-af20-dc8e13086f98" ] }
- 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": "5f5f4935-d53c-42d6-9f07-03d6c8b61802", "external_id": "OOGqWsAjUYFyOzQaDWiX", "attribute_id": "2bc4bc4f-4193-40bf-b643-6947ea29af81", "create_time": "1972-05-30T22:27:09", "lists": [ "33adea9a-d87f-49f1-9382-768c49b7c1d7", "e3a3d0ac-34a4-43ae-a035-745e573aaabd", "99ef175c-4efb-4995-859a-63d8123012a8" ], "avatar": "http://www.young-hopkins.info/", "event_id": "ff0a2c9f-2341-4027-88a1-6a5b8bd4e0e9", "user_data": "swright" }
- 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": "62056133-e32d-4af4-b511-f07e89c62c4a", "user_data": "4507 Lindsey Pine" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.660002301440905, "face": { "face_id": "24c5803c-e7b5-4aae-b630-f977b6bc1d05", "external_id": "hPWzJiZUbwESIPylOZEV", "attribute_id": "2280d1ab-3767-4135-9ba3-7c17d2b4b039", "create_time": "2022-07-02T16:09:48", "lists": [ "88925640-a46f-4625-a982-b1356e27a490", "5e86aac8-2574-4745-bb44-7463f8bca78f", "2898735c-6eae-480f-8159-0a6be024cbc6" ], "avatar": "http://www.smith.com/", "event_id": "6b0342e5-e494-4026-b675-c06299b2adc7", "user_data": "tony67" } }
- 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": 0.509224791962321, "face": { "face_id": "d5dc4fcb-c36f-4e9b-9049-221e456175e1", "external_id": "AHtnifXdHbIcKFFxCYWc", "attribute_id": "c435dfaf-e34f-4ae7-a342-7e5516113d27", "create_time": "1990-12-05T22:43:09", "lists": [ "1be70c42-62da-4145-87fd-c1ee51b86216", "32b875cb-aaee-4549-a68d-03d673c4dea2", "f654e985-3088-479b-823b-90eee253982f" ], "avatar": "http://nolan.biz/", "event_id": "07224c54-80d3-4ec1-8735-342b7b9cbfd4", "user_data": "vickieking" } }, { "similarity": 0.10688116234087, "face": { "face_id": "3804be03-9b60-40c8-81b3-1207e65b78b2", "external_id": "cVBWzHNeGMlVzUMsCvVv", "attribute_id": "d55d23e7-a297-4b6f-9d7d-4dcbaa3e987d", "create_time": "1994-02-18T23:19:46", "lists": [ "2dd34c47-810b-4650-b603-fb24c311bd99", "e649bc6a-0cd7-4fdd-b04c-ceaa72a072a5", "b0d41f53-0f44-4ac3-b40d-2ae0c9d81248" ], "avatar": "https://hamilton.com/", "event_id": "b624ded5-f809-4c9c-b2cc-7397c582a691", "user_data": "sherry09" } }, { "similarity": 0.214929139206224, "face": { "face_id": "86ae05a6-1a10-4755-bb71-6cbc53d8340b", "external_id": "ErDOUhJThaoZvhBDDIAU", "attribute_id": "3d31d319-32c8-4af3-9609-4318a7b7a1f3", "create_time": "2005-03-07T16:35:38", "lists": [ "1e389ce2-61fb-4282-8984-c80b7e9ba581", "8b948830-4c85-4f2f-bc4f-79e621a28117", "d062c5f4-3232-41dc-98c3-6fb2cca8e40d" ], "avatar": "https://www.camacho-stone.com/", "event_id": "b7cee71d-7892-434e-9a4a-106e467a6598", "user_data": "willie31" } } ], "list_info": { "list_id": "54515f3a-e2dc-44e8-b91f-964376d31ac1", "user_data": "924 Karen Hill" } }
- 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": "249e1943-7ee6-4c11-96d5-2ca71a9dc7e7", "Luna-Request-Id": "vLPpYiSJxisjcrYKXmNf", "events": [ { "samples": [ "cee574e1-2713-449b-9252-0627571d1ee9", "cf579fa3-6a42-43d3-9f06-3f151347bb1b", "f6366356-1d10-4c85-9d3a-052983c4fecf" ], "attributes": { "url": "https://www.williams.net/", "attribute_id": "3154a1a9-ecea-47a1-a490-59317cbbb542", "score": 0.387338928706188, "basic_attributes": { "age": 58, "gender": 1, "ethnicities": { "estimations": { "asian": 0.757286131008262, "indian": 0.749627008906814, "caucasian": 0.281889461239173, "african": 0.369306349455777 }, "predominant_ethnicity": "african" } }, "samples": [ "75e5eca9-37da-44a5-a1f9-bfef8bbe8923", "4c58aa15-54fc-44c0-a70d-7f9781d67e6e", "39dde3cc-c084-4f28-b024-747659c9ca19" ] }, "source": "11677 Luke Cliffs Suite 824", "tags": [ "kameeEKKtXpHblzNbeRj", "AijuTMlLAaHmcczYZGuM", "TxfmlHBCNyVOJtSfCtGT" ], "event_id": "943f96a1-6eee-45eb-a6d3-de6024face91", "match": [ { "candidates": [ { "similarity": 0.630981527143821, "face": { "face_id": "fc22b04b-0d63-49a5-95b0-cc31f06ae4dc", "external_id": "amldHVSPngDIlEMXXfIw", "attribute_id": "3eda2be9-7aa2-479e-8a64-965d6d27ecf8", "create_time": "2011-01-14T09:48:16", "lists": [ "97e1bc3f-848a-464e-a7e9-20e1d99c5269", "05c265b1-e61d-4bb1-9133-1af465a19687", "94f226c8-d90e-4b7c-9a64-d53f1aaa61be" ], "avatar": "https://hardin.com/", "event_id": "38c9d294-95b6-4ab7-88d6-93980f902139", "user_data": "nortonrachel" } }, { "similarity": 0.920884971096795, "face": { "face_id": "c598793a-baed-4902-9ca4-8a6dd873da19", "external_id": "iGAHVgYivgAgpYWZgfDW", "attribute_id": "a9c1ee11-6d71-462f-af7f-d8d6c5488dbb", "create_time": "1998-03-09T09:01:14", "lists": [ "65bdcc94-9ccf-442b-8e69-ca21cf068da1", "b4f8f5a4-e919-446f-904a-730bc11fa532", "f62f80a2-87a8-4a8c-8e26-203be9d8af2c" ], "avatar": "https://www.lyons-lam.org/", "event_id": "7e73c898-cacf-4e28-9367-75cb878139e8", "user_data": "zevans" } }, { "similarity": 0.385638985656194, "face": { "face_id": "6e2466bf-87bd-4fe8-aa84-a69f2e775e25", "external_id": "AbcskIotkTxfajwSDecf", "attribute_id": "6d6c5f61-f6df-4c9a-8af2-1bc47d881aea", "create_time": "2009-12-21T08:07:52", "lists": [ "7439bf35-0364-4073-bd20-9d1fa0e826a3", "13def3bd-8805-4bcd-948e-14a8ac5a4d2c", "b71305bb-6813-4127-a7b3-bf1b1379ecd2" ], "avatar": "https://www.whitehead.com/", "event_id": "1e23860b-ba88-45a2-9373-3463619ee4dd", "user_data": "harrisaustin" } } ], "list_info": { "list_id": "1c49d925-6bda-4840-81a4-f11ef7fb1f83", "user_data": "775 Dave Mall Apt. 589" } }, { "candidates": [ { "similarity": 0.61216251663902, "face": { "face_id": "06b94edb-54bd-45f8-a637-658c6403303e", "external_id": "yAAOuDSVNBDeHHroNOng", "attribute_id": "08716e51-b4e3-4f32-a23d-737b103e8db1", "create_time": "1973-05-09T18:55:19", "lists": [ "5558fee5-7b8a-4706-9245-b0156f9e4f7c", "15450fd5-622d-4f47-8535-31ad209ec6fe", "120c0f6a-a2b1-4941-8e15-1cbf6b2c352a" ], "avatar": "https://cooper-farrell.com/", "event_id": "4db3b725-da63-4b00-ab2a-d087faa48c0e", "user_data": "laurapittman" } }, { "similarity": 0.68863772520845, "face": { "face_id": "dae66116-14fd-476e-8504-f39f303e43e2", "external_id": "GJfQClrnbIQEKOqvxlJj", "attribute_id": "27743171-753f-46ab-b31e-acefcff0bfc1", "create_time": "1981-08-30T02:39:48", "lists": [ "4c4edfd7-9fde-4188-b27b-e249e49601a4", "80606d90-439f-4438-bd43-1afb971fafdc", "1151e099-b18f-4ddd-a9e1-9f1bbe7eac09" ], "avatar": "https://taylor.info/", "event_id": "e9145420-e264-4de5-98ed-4dafe6160afe", "user_data": "hilllaura" } }, { "similarity": 0.615459607529031, "face": { "face_id": "e4b16096-1415-4aa4-93e0-ac463fc72122", "external_id": "KdrHOLWtxtgQMfmmbcYO", "attribute_id": "9b302d32-1d66-47f6-bfbd-bcec050f874f", "create_time": "2018-10-14T05:18:59", "lists": [ "1b2e9076-49fd-4d1f-9b6c-68720a2192b0", "4f88f95c-4b0f-4299-a836-f1294b2c60f7", "7081ce9a-4156-45cd-aeef-61f3eb3410ca" ], "avatar": "http://www.ashley.com/", "event_id": "3a919417-b7c5-402b-984d-fb2cec6cddfe", "user_data": "rnorris" } } ], "list_info": { "list_id": "28536ed1-dc52-4a82-8cc5-d80f3066c52b", "user_data": "360 Love Radial Suite 336" } }, { "candidates": [ { "similarity": 0.114395250259771, "face": { "face_id": "f9e2a7d3-1df9-4200-8fa6-7deb44267a1a", "external_id": "ZTcMuPyZBGzKdtDItSLz", "attribute_id": "6be3af1d-44a9-486d-bc70-bca5c798a022", "create_time": "2010-04-03T23:25:36", "lists": [ "a17b5ba9-e28e-4872-bb6f-f26f65499514", "5e6f38a1-e506-4ec5-8b4b-d8d9beec8ed7", "55b2e6f3-e074-46d2-8200-bb797b897c65" ], "avatar": "http://www.may-smith.info/", "event_id": "defc162a-12cb-4d59-a8ca-60e779fcb85a", "user_data": "khanjacqueline" } }, { "similarity": 0.543361599629812, "face": { "face_id": "2bb3bbb8-66d2-41ff-9f82-267ac8027f11", "external_id": "pPqTUUcEhYskIbucNFHZ", "attribute_id": "901a48f8-b93f-4cd8-b2c5-19060084bed7", "create_time": "1990-12-16T16:41:40", "lists": [ "bb60de12-ea8a-4d0d-a572-016a5b18d412", "7ed161d8-08e3-401e-9200-a844405da2bf", "668e01f4-b2e4-4cfc-be22-9bf439615303" ], "avatar": "http://www.ortiz.com/", "event_id": "f859c998-f4f4-4d84-8633-239eb3ec6079", "user_data": "wphillips" } }, { "similarity": 0.625319378706962, "face": { "face_id": "68fd53c0-3c8c-49d0-9ece-877c7ff02700", "external_id": "FaUtKGzuWiItMSXmRhve", "attribute_id": "48b91db6-6d94-4621-998b-8919b6227909", "create_time": "2016-02-17T02:49:44", "lists": [ "0aa60543-f5b2-4d6d-a982-acba14f51b84", "f7cc4df6-da7b-410e-86d7-c12e6bbf51eb", "91863ac2-6c07-4ce8-8617-dc410d753f39" ], "avatar": "http://www.foster-price.com/", "event_id": "f3cdf31b-3966-47ac-b50c-67baa91d5835", "user_data": "wguerrero" } } ], "list_info": { "list_id": "9d2d4cb0-d828-4953-87c3-09d5ef9d0a3a", "user_data": "472 Jenna Tunnel" } } ], "url": "https://www.carter.biz/", "face": { "face_id": "afd34a7f-e51c-44e7-863b-7726c1363192", "external_id": "HFVdJFuJObgztaxCzPmP", "attribute_id": "679b6dc8-198c-4d23-817b-51d4af6a7964", "create_time": "2007-01-30T08:59:09", "lists": [ "4f14482c-a352-41ea-bb87-80ddd14a0b0c", "97bce199-0406-41e6-ae6d-d57c1e659f9a", "ed7570ac-5ebb-4ace-8e9f-f8dcff14ff41" ], "avatar": "https://glenn.info/", "event_id": "5f5ef9fd-d17f-4500-818b-5933b29587ce", "user_data": "nicholasgonzalez" }, "detections": [ { "filename": "NVYLBIrpISWzudNHxAqK", "sample": { "url": "http://www.brown-valdez.org/", "sample_id": "9197df34-9955-45bf-9f6a-75ea254b5f42", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.387002671113524, "dark": 0.940718679593259, "saturation": 0.237355548883208, "blurriness": 0.244819375181643 }, "rect": { "height": 5988, "width": 6471, "x": 3986, "y": 9272 }, "landmarks5": [ [ 8934, 2045 ], [ 27, 286 ], [ 1071, 1370 ] ], "landmarks68": [ [ 3346, 1515 ], [ 9246, 1633 ], [ 6663, 3097 ] ] } } }, { "filename": "aemJTNvRvJQaRdUHTFld", "sample": { "url": "https://ramirez.com/", "sample_id": "3c8fe462-58f0-4e44-998d-873d1aac691d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.90072012539784, "dark": 0.949981687861496, "saturation": 0.262754870537093, "blurriness": 0.377717091701264 }, "rect": { "height": 4867, "width": 7288, "x": 8746, "y": 3743 }, "landmarks5": [ [ 3204, 6755 ], [ 7175, 721 ], [ 1093, 7586 ] ], "landmarks68": [ [ 835, 1369 ], [ 1895, 3772 ], [ 6934, 5920 ] ] } } }, { "filename": "bkQLZyusMPJWNwiPmHgj", "sample": { "url": "https://french-dyer.biz/", "sample_id": "18df4034-81fb-4556-8320-9e426dafb5a3", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.136641619612594, "dark": 0.88145110534739, "saturation": 0.508644448565442, "blurriness": 0.700366988347725 }, "rect": { "height": 1395, "width": 1063, "x": 252, "y": 8516 }, "landmarks5": [ [ 1563, 1042 ], [ 5106, 1986 ], [ 5094, 9020 ] ], "landmarks68": [ [ 2000, 9704 ], [ 4491, 4543 ], [ 4386, 3805 ] ] } } } ] }, { "samples": [ "bc3eb09c-4ded-4832-92f1-b925bc687468", "36f6f309-15bd-4a41-ae16-b78e2c403fe7", "5a6593b9-05bd-42c0-82f6-a5a46bafb96c" ], 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