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": 42, "gender": 0, "ethnicities": { "estimations": { "asian": 0.252779614246446, "indian": 0.827236702428411, "caucasian": 0.878975624140388, "african": 0.584816067157687 }, "predominant_ethnicity": "asian" } }
- 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://thompson.com/", "attribute_id": "c0af2622-6dae-4138-ad7b-88cd53087b91", "score": 0.982456142207641, "basic_attributes": { "age": 75, "gender": 1, "ethnicities": { "estimations": { "asian": 0.653277455889883, "indian": 0.74785237042568, "caucasian": 0.156159439310255, "african": 0.229356073656727 }, "predominant_ethnicity": "asian" } }, "samples": [ "d34c2af4-9afb-414b-813f-de9985e6124d", "8fc0ef44-9fb1-4335-a9df-1e7de0614799", "b831f3e1-b722-423c-b428-1af7c6827a1c" ] }
- 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": "38102345-58b4-4e7d-a069-93e924cd7864", "external_id": "RXaOiwoKjWfLZYxyTORf", "attribute_id": "dfe35816-baf1-4826-9cbb-cd8aa7367db9", "create_time": "2009-08-28T03:28:09", "lists": [ "ba6a6d2b-a4c0-42f9-b550-a3e5f5615336", "c32f3122-6c71-4e70-b5f3-9663bc430d03", "fbeca7e0-8320-4a61-ab2c-1e080df187fe" ], "avatar": "http://wallace.org/", "event_id": "aac4278e-3e9a-49db-a61b-00cbf4224b1d", "user_data": "turnereric" }
- 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": "2484bf2a-cf9a-45b1-9a50-caa57ebfadf0", "user_data": "2274 Bush Extensions" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.873389570093893, "face": { "face_id": "27c21f9a-8181-40bc-a865-b598bdad40d1", "external_id": "knRPCADXcWyRTGRPnjvF", "attribute_id": "e615c3c5-855a-437f-b23f-0185bf2b02c4", "create_time": "1984-07-28T18:32:33", "lists": [ "baa3dd84-70c5-4531-967c-f25b54444dec", "33e27ba7-20cb-4f02-87a0-c199b12a58d5", "bec74f5b-143f-4bda-a193-8e6b485b8123" ], "avatar": "https://ortiz.biz/", "event_id": "082bf0ba-d570-466c-a5a1-5537c2caab79", "user_data": "chelseawaters" } }
- 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": 0.673326803177501, "face": { "face_id": "5192e398-6c6b-4aad-b161-77152ce0b9bc", "external_id": "GuHEVxjdNqercqDVKCHy", "attribute_id": "9cdd1e7f-692e-4eac-a63f-1dca094dd638", "create_time": "2010-12-31T10:26:52", "lists": [ "376feed2-b8c9-4841-ac21-0ab37e67a196", "e4b9fca4-3019-4bb6-b517-143bb6a2c8a1", "a2873acf-1776-42a4-8392-b307dd6fa803" ], "avatar": "http://cox-zimmerman.com/", "event_id": "9b94b34a-07bd-40ea-9645-9faefb0eb61a", "user_data": "twarren" } }, { "similarity": 0.164145637544939, "face": { "face_id": "bd6edf79-ceb6-43a2-86c5-928fc4ff2748", "external_id": "AzbhmjUSxyOoMxFiakDt", "attribute_id": "69ae23c4-68f6-4a0d-829c-6337e202ad0a", "create_time": "2018-05-20T23:57:03", "lists": [ "c14fc6a3-fae2-43be-af90-d7953e85e363", "433fcefc-22bf-4c1b-995a-09faca86738b", "2c7f6b71-a3c3-41ca-8bd5-1a484bd841dc" ], "avatar": "http://www.cannon-meyer.biz/", "event_id": "179ec073-95bd-477b-ad44-1fc127923dd7", "user_data": "erik84" } }, { "similarity": 0.534135300211283, "face": { "face_id": "a5483de4-9752-4a41-91e3-d1a0f55f0724", "external_id": "dyhWSvCffdUyIfQWJkdU", "attribute_id": "12379e60-d11e-4c9d-a5bf-318fff16ca92", "create_time": "1994-01-29T21:02:42", "lists": [ "93b01bac-4ab7-4def-9368-dc0fea0bb143", "71cf545c-125f-4bb4-b07b-09c7274e9a43", "434e09fc-8ecc-45f4-b06c-0e11408fd32f" ], "avatar": "http://www.mueller-olson.com/", "event_id": "141cd49c-4fce-49fe-98b7-2cd746d2653d", "user_data": "david14" } } ], "list_info": { "list_id": "f157e272-bfe1-4a2b-8643-07315b27e8e9", "user_data": "7899 Daniel Mews" } }
- 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": "c3ed177f-1b5a-4272-a1ec-739e12419fc5", "Luna-Request-Id": "fgifTJbHhTthpzJNWNWb", "events": [ { "samples": [ "77ca3126-921f-453c-9073-0560b337e4c8", "10324e0c-02ae-4217-94b2-1c0dd9c062a8", "37bb5e77-c2ba-463a-b24c-11e6e2f13ae7" ], "attributes": { "url": "http://peck-houston.com/", "attribute_id": "ed02b6a7-18c9-4120-8dd8-019217b13733", "score": 0.731033667415557, "basic_attributes": { "age": 90, "gender": 1, "ethnicities": { "estimations": { "asian": 0.857545155043797, "indian": 0.844454932666514, "caucasian": 0.476096472079597, "african": 0.334357352751759 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "aea18670-e123-4d3e-91ef-e8d724fb11cc", "3f80b96b-7099-4457-a708-10b65f0c0f39", "89478649-51c9-437f-95e1-811e0465c12c" ] }, "source": "976 Janet Village Apt. 282", "tags": [ "yVFXeyiEzTNQHQGViHOO", "voULRnQPJMGSbqPiOXgK", "mQlNzyKctBmidQawgmll" ], "event_id": "51f8f393-06d7-4072-aa53-c1aea8cd001b", "match": [ { "candidates": [ { "similarity": 0.553025856729819, "face": { "face_id": "5ab10099-4e11-4d5d-bb13-0d1646de4023", "external_id": "MZvrmjdNRTHSNbZNExZZ", "attribute_id": "af2d7dff-d205-4437-ada3-ead90c8fa9bb", "create_time": "1995-09-08T12:47:50", "lists": [ "99c652bf-d6d3-4d43-9190-17c63bd93c34", "c6e447a3-c2eb-46b3-9a25-49740bc88dc5", "fec8a8fb-9955-469a-a511-6e7dbccc9ee8" ], "avatar": "http://www.parker.biz/", "event_id": "1d133b93-7ef4-4c3d-a27c-950a337c2942", "user_data": "bernardlinda" } }, { "similarity": 0.444900138336426, "face": { "face_id": "682935f1-5289-4127-bb3d-a00bebbf56d6", "external_id": "YIEdoguMPWiaywpJRuog", "attribute_id": "98ff6fc0-1065-409c-9708-64772e2d35d9", "create_time": "1979-12-28T23:53:10", "lists": [ "0b1745c4-b827-45d2-9e1d-ac076d516084", "fe13bb2c-a62f-451c-966e-785f0e09d5bc", "62a6b99d-a1f8-4ba1-ac78-1c5c3eaa5ec3" ], "avatar": "http://www.alvarado.com/", "event_id": "4b91f962-4bcb-49af-9c69-1417fd11adfd", "user_data": "christophercarpenter" } }, { "similarity": 0.585531147329198, "face": { "face_id": "ab464662-57b2-4f44-b285-8e74bc149558", "external_id": "hgweEfxzOOtXyEtEsipo", "attribute_id": "8d058d94-d08b-493c-b2e1-e6f4264c8727", "create_time": "2003-04-05T16:02:22", "lists": [ "cc2784a7-62bc-4891-b13d-e46f21723d68", "0369882e-9c35-4812-932c-4df5654ef08c", "5c3d8b4b-6a19-437b-b372-1a1e5ae035ae" ], "avatar": "http://cruz.com/", "event_id": "017ae870-e79d-4547-bf6e-0bc94c7b1c19", "user_data": "williamscourtney" } } ], "list_info": { "list_id": "adafa27a-1f01-4eda-90ba-dfbed59ada0e", "user_data": "98598 Davis Spur" } }, { "candidates": [ { "similarity": 0.699176488481545, "face": { "face_id": "0923895f-fe1b-4548-9bf1-bd64614a8fb3", "external_id": "cVwvorVSgCPUcPajZLVF", "attribute_id": "ba0f6081-9d4f-4425-83a6-e77ca744e1c5", "create_time": "2022-10-10T11:44:21", "lists": [ "e3f9cd84-5829-4ca1-8613-5d5554c6c67c", "392ea477-bed9-4c4a-9818-fe41015714db", "93739e5c-681a-4393-8493-d3ece29812e3" ], "avatar": "https://www.allen-hayes.com/", "event_id": "9aeddf9d-88c0-40a4-8a62-85043e4e58df", "user_data": "rmorales" } }, { "similarity": 0.803188042192663, "face": { "face_id": "23f55e03-8f68-49de-844e-539ab45bd5d3", "external_id": "ZcVYCwBpSfDPlQKFTbWp", "attribute_id": "797af467-403a-4c06-b86f-0da1fd9f45f8", "create_time": "1978-02-06T22:23:26", "lists": [ "4d8ead1a-a1ad-4811-b6b4-6c1dfaa8d188", "00a2640c-d9ca-45f3-9ca6-6c124a2cc062", "84927c65-ac85-4203-8030-4eed1fe0f715" ], "avatar": "http://pruitt.com/", "event_id": "0347ce0c-397b-48d7-bc3d-103acdc3187f", "user_data": "morenosamantha" } }, { "similarity": 0.422513575956089, "face": { "face_id": "fbec9ded-59b1-4248-8fc5-0c7af6c8a74d", "external_id": "jZmmSlxIEEmbtaaskxnW", "attribute_id": "350d1b61-0336-491f-b3bf-5dcdadf7f4b4", "create_time": "1995-05-08T21:26:27", "lists": [ "e68d80d0-72f1-40e7-a597-46e60011c8c7", "a237f072-833a-41cf-ad27-7e7879ae9d05", "d31826c6-5aff-476c-b7ef-abb4ca33ec62" ], "avatar": "http://rogers.com/", "event_id": "b1d6f769-85ac-4108-abab-3d39aa80d50e", "user_data": "hgomez" } } ], "list_info": { "list_id": "24521bc8-de90-4d14-90d2-ebbf867037bd", "user_data": "8189 Randall Place Suite 784" } }, { "candidates": [ { "similarity": 0.78586901174911, "face": { "face_id": "28237953-bc29-4180-84be-b41bdec489f3", "external_id": "vlzmAUNCWlqnXIgJdmdW", "attribute_id": "af1987e4-72a0-433b-9912-f97905c44ed3", "create_time": "2012-03-22T16:11:25", "lists": [ "097504d6-fe64-44d5-b93d-a928d1e838eb", "b3ad5e3b-9d4e-4fe3-87a3-2f5c5919c652", "28fcbde8-e6a0-4973-bc56-2a9a94d27dd0" ], "avatar": "https://www.allen.info/", "event_id": "f5cf4c2f-6b17-44d3-9f59-6b8ec9143640", "user_data": "antonioking" } }, { "similarity": 0.725491300188137, "face": { "face_id": "90d015ae-fe38-4814-8a7e-a91781587e45", "external_id": "RAqUyvyTBZPAQGThLxAG", "attribute_id": "be0085f0-0015-4ac7-9a7b-515f7b7fbf0c", "create_time": "1981-03-18T18:03:15", "lists": [ "8e2deb13-4bf1-40aa-aefc-fc849a37997f", "41094f93-7376-4015-a793-ac4853f442bc", "2aa21372-f998-4ecb-ae96-8d77505abddb" ], "avatar": "http://taylor.com/", "event_id": "b27c5237-a3ed-49a4-80ee-e88f0b02f3f6", "user_data": "jason38" } }, { "similarity": 0.541444373708732, "face": { "face_id": "a47e3378-24eb-4871-a602-191cb22cca8d", "external_id": "JCWrajbfOGHQMzgjatQs", "attribute_id": "0f6d5263-4d23-4f46-b58f-d1dd2a86afd4", "create_time": "2019-03-10T03:49:44", "lists": [ "46f73c91-62b9-4116-a52f-a2c1c88419c3", "3821b60e-f539-4bbf-b0b6-4accf53d5863", "c52db2e0-3d25-4f73-8dd8-78f37c0c6fd7" ], "avatar": "http://hall.biz/", "event_id": "1ab273d9-4440-4a45-be6b-651029217bf0", "user_data": "joeacevedo" } } ], "list_info": { "list_id": "350a6674-76ce-418b-9100-0b549e6d74a1", "user_data": "660 Andrews Drives Suite 784" } } ], "url": "http://www.hubbard.org/", "face": { "face_id": "1b5fe564-f11a-4477-98bb-bed4fe5ff835", "external_id": "RoQDgpFajuuhDzqbuOAB", "attribute_id": "b021101e-dddf-4867-8a02-63be002daa18", "create_time": "2010-08-02T20:31:19", "lists": [ "5cd17121-6b47-48ec-8765-5fbd3303fdc1", "c34ff3aa-acea-4da5-be6d-f9f4f9dd90ea", "d12980cf-b685-41dc-a3e1-03ffbd856616" ], "avatar": "http://www.walsh.com/", "event_id": "118e992e-61bc-4e0c-8978-48031ca76a39", "user_data": "nancypetersen" }, "detections": [ { "filename": "jmUoxuMPqfdsSRQzHXiV", "sample": { "url": "https://steele-turner.com/", "sample_id": "5e7166b2-6c2f-401f-8faa-3f8b4e2b09f2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.480386040840987, "dark": 0.802956544004795, "saturation": 0.233386589590448, "blurriness": 0.888836633488055 }, "rect": { "height": 4916, "width": 5133, "x": 506, "y": 7870 }, "landmarks5": [ [ 4988, 7214 ], [ 9889, 1520 ], [ 2516, 1404 ] ], "landmarks68": [ [ 5438, 5555 ], [ 3749, 8279 ], [ 4859, 8167 ] ] } } }, { "filename": "uwEYhhTYejiEXXMnClUY", "sample": { "url": "https://www.travis.com/", "sample_id": "8832ae67-3599-4c20-b461-43e13e66c4fd", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.775223726225871, "dark": 0.547972646336181, "saturation": 0.599538276960682, "blurriness": 0.157905830440493 }, "rect": { "height": 6976, "width": 8679, "x": 5517, "y": 8225 }, "landmarks5": [ [ 3470, 3691 ], [ 3800, 9264 ], [ 1001, 1432 ] ], "landmarks68": [ [ 2776, 6445 ], [ 2332, 3328 ], [ 5909, 2037 ] ] } } }, { "filename": "ljgRTRBeNYrULGFxqqEF", "sample": { "url": "http://martin.com/", "sample_id": "2c4ed1b1-14a4-42d9-b6c4-4a8d6b9e8277", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.585207295537274, "dark": 0.450814559040604, "saturation": 0.495029360588597, "blurriness": 0.508223336740877 }, "rect": { "height": 7373, "width": 2125, "x": 6110, "y": 1160 }, "landmarks5": [ [ 1903, 7707 ], [ 117, 315 ], [ 3793, 304 ] ], "landmarks68": [ [ 3613, 5916 ], [ 1835, 9096 ], [ 3874, 1926 ] ] } } } ] }, { "samples": [ "122f1366-2c22-4833-90e4-7a72330ecf94", "cbca4fba-7881-4c8b-b188-5dd6ac0c9f29", "83bc5873-8734-4d3e-aea5-3fc8fdd08a32" ], 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