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": 10, "gender": 0, "ethnicities": { "estimations": { "asian": 0.303749493504448, "indian": 0.335212124225451, "caucasian": 0.34709858248024, "african": 0.275246213515846 }, "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": "https://www.cuevas-young.com/", "attribute_id": "bebcab6c-5747-4fa9-83a9-269735531e85", "score": 0.73383269579746, "basic_attributes": { "age": 75, "gender": 1, "ethnicities": { "estimations": { "asian": 0.468676732797022, "indian": 0.194972042039974, "caucasian": 0.566112979309292, "african": 0.699724694310915 }, "predominant_ethnicity": "indian" } }, "samples": [ "a21e4e3f-49e1-497c-a75d-b81ce0f69316", "64feace2-1bcf-42a1-8f9e-554aaadca908", "629db08c-eb52-4600-97ee-f9c1059e2166" ] }
- 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": "3dac5fce-9556-4e59-923e-4488b42bca60", "external_id": "AigaPghVDWixoHqDflni", "attribute_id": "9628c7e5-07a9-48b2-804c-3185fdf8b50f", "create_time": "1974-10-18T20:15:45.926505", "lists": [ "006bc84e-2cec-4d06-8006-ce3dfc7c5983", "a999c903-8d04-4f98-a92c-cd8488eb84b3", "a2fe736e-20e4-44e9-aabd-fc55df0920b2" ], "avatar": "https://anderson.com/", "event_id": "470d15b6-c990-4ffa-a3e8-893e5c90b2df", "user_data": "hunter12" }
- 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": "991d623d-74a7-45fe-b950-67d3af482aaa", "user_data": "091 Perez Radial" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.835088835701352, "face": { "face_id": "2cec1761-83c1-42a1-9e32-8f1d5a336ba6", "external_id": "pNZYQzXANkBwvptmXSPn", "attribute_id": "b7fa4d90-4135-4be8-9065-f311a26f9bf7", "create_time": "2013-09-22T08:14:45.446878", "lists": [ "0f710a12-4f98-44bc-830b-1fff03c952a6", "2b181bd4-10be-4ca2-85b6-d4a390d2da93", "17613fcf-f1cd-4fea-b424-4b47ed2b491f" ], "avatar": "http://travis-mendoza.info/", "event_id": "c531d7bf-f1cb-48b6-ae4d-20788dde3541", "user_data": "wellsjacqueline" } }
- 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": 0.569218661906511, "face": { "face_id": "92756af6-04a2-4c03-8778-e2db96e36ce7", "external_id": "bjPeDnbUsjdXrZJEzfgz", "attribute_id": "88d0c724-0b06-4f3d-adee-f29ba3424c76", "create_time": "1996-05-28T10:25:44.698722", "lists": [ "3f2aa577-9865-445c-97f1-73346f02f329", "9cb0307b-1075-4bb0-9cea-ede8a19b56c3", "f5e06bab-effe-4702-a702-973a8b787236" ], "avatar": "https://taylor-floyd.com/", "event_id": "add12b33-dbbf-4e3b-ac85-05dd525aec07", "user_data": "mmorgan" } }, { "similarity": 0.79608078437521, "face": { "face_id": "2ceecf67-2957-4d44-a586-9ec6d59166c6", "external_id": "KQBRRSzZXKesONmpBQyZ", "attribute_id": "a0302aa1-a358-416f-b637-0c9b02b0147c", "create_time": "2017-08-17T01:04:03.629697", "lists": [ "2b80ff12-f4ea-428b-965e-54f2a5a41c3d", "95429d7b-c58a-4572-b76c-53ddc4da50f2", "d15c2298-66b0-4c14-9662-b88188d79012" ], "avatar": "http://jones-meadows.com/", "event_id": "0a36261a-b2f0-427b-92a4-3f4baba0ce9b", "user_data": "lkrause" } }, { "similarity": 0.357919408393636, "face": { "face_id": "4ec13348-501f-4670-9caf-5ef18a4754a8", "external_id": "hRDMzRYIcHMhRhDEPboG", "attribute_id": "fb03c493-bbf6-4ced-b5f7-1fafe5195d02", "create_time": "2020-07-24T05:22:17.389360", "lists": [ "bcde8b56-efab-4d8f-aa64-2530d7ddf867", "ccd39f84-62ef-4b48-b61f-af61e48e8ec9", "fe58ba0e-dfed-4b8a-a3e5-881d42277115" ], "avatar": "http://www.brown.com/", "event_id": "15dcce43-09af-4b6d-a048-d213a191e51b", "user_data": "rosegrace" } } ], "list_info": { "list_id": "748362c8-49d2-4ae5-9f32-eed9793f626d", "user_data": "40950 Dyer Crossing Apt. 882" } }
- 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": "c0ce2dc5-8ac5-4618-9a0b-00de3b7dbced", "Luna-Request-Id": "KbeiUUDCBEMpCiQObnBo", "events": [ { "samples": [ "caa988aa-a029-454b-bfb8-67933473ab5b", "5c008add-6d17-4423-8b77-8edafaf43dc0", "2799b365-6fb8-4545-a6f8-357502211098" ], "attributes": { "url": "https://rodriguez.com/", "attribute_id": "1d46f74c-e4d6-4029-a2a3-69109077de32", "score": 0.280199899926315, "basic_attributes": { "age": 58, "gender": 0, "ethnicities": { "estimations": { "asian": 0.990644875619832, "indian": 0.281026167891693, "caucasian": 0.520877175891557, "african": 0.706675096610368 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "6f8c06df-56ce-4249-b20e-807e8f72fa65", "3eb5472b-6c4d-48dd-8feb-da1d203aed08", "419846f9-8219-4709-a972-c61025506b94" ] }, "source": "2279 Stanley Locks", "tags": [ "wiKOJvKDNhiopcjKrECl", "gsvXgQzIzjpdVEYjeaMQ", "FardgSDvfoYgMNEeyOBt" ], "event_id": "c3e66487-4b11-4c91-8bbb-1603b13d56b1", "match": [ { "candidates": [ { "similarity": 0.762001746329375, "face": { "face_id": "5051c96a-247c-44a8-a422-036bd012c91d", "external_id": "pRTHWAguiUBcOeAPTeaG", "attribute_id": "7017468c-fb23-4b8c-96ab-00dad08ef42e", "create_time": "1986-03-27T06:07:25.300887", "lists": [ "cac7ffb3-7171-4a68-a1d1-b4c0834e967c", "84b7424c-6dc3-4d43-b56c-42d437f76c6b", "9b958d22-7cef-40e3-a132-a46fac402fd2" ], "avatar": "https://willis.org/", "event_id": "b88afaba-a64a-405a-a2cf-22d8275d2472", "user_data": "wilsonkenneth" } }, { "similarity": 0.300994458815873, "face": { "face_id": "a80897d6-b590-4234-92e8-247449f9e260", "external_id": "sRDxQjnNHLHXZnaXQqkf", "attribute_id": "6b85075e-0a6f-42ad-bdce-ddb6be9e00de", "create_time": "2007-04-20T02:27:57.878355", "lists": [ "ffbc3c06-790c-4dfd-a08d-cd1b86326f21", "023cf2eb-2fa9-4a8d-a04d-323555944d54", "d8d3ec7d-895a-4ef9-8712-ab22718aa06f" ], "avatar": "https://boyle.org/", "event_id": "d90e670e-569d-44c2-bdcc-47a24b31d6dc", "user_data": "angela79" } }, { "similarity": 0.983244211764069, "face": { "face_id": "69f125f4-fcc2-4cf4-90da-7ce176488131", "external_id": "fWrMaBRrWpkRZBzYEaNr", "attribute_id": "8f73372b-0a76-42b5-b264-187bb7c716af", "create_time": "1990-12-24T14:54:39.065588", "lists": [ "00959cb9-a967-44de-a3e9-61013cb4b3c6", "593bee75-f0b8-4fc5-85ac-7bd59db88b89", "be85a2ac-7958-489b-8eec-98b5cd4602a9" ], "avatar": "http://www.cain.com/", "event_id": "f779c0a1-c523-4786-9751-71295ef1d62f", "user_data": "vickiematthews" } } ], "list_info": { "list_id": "9fe92888-c9da-45e6-85ba-a270f26faa4b", "user_data": "405 Ryan Camp Suite 220" } }, { "candidates": [ { "similarity": 0.477309712723814, "face": { "face_id": "c056e9f7-c25f-4128-bc3a-7e48444f95e1", "external_id": "MUtsnCmvsoJlHjUHLuiy", "attribute_id": "8d56afa6-8f12-4454-8bf5-b974bbafb5a1", "create_time": "1999-11-23T01:10:17.797799", "lists": [ "744b4d69-3fd4-429f-960a-4279628c05b2", "fd340fdc-0037-48f9-bf3d-1e5d7e7a7d21", "39736607-0c4f-42eb-a836-1394007f6124" ], "avatar": "http://www.herman.com/", "event_id": "68a94332-325a-4021-b390-6d0d2b3e05a4", "user_data": "lisajohnson" } }, { "similarity": 0.523329176015996, "face": { "face_id": "61d3cdc4-53d6-4b3b-919d-a36c733a0448", "external_id": "FoRgZlRIwUZLXqBbdwhf", "attribute_id": "c2cc590e-4f82-4e51-8f39-4c8994b754c8", "create_time": "1978-04-03T12:16:07.394679", "lists": [ "53109af3-57e0-4d16-9238-8b0f37445cb9", "81ec6eb7-4e56-4ba5-9bca-21a2dd477f7a", "4066cff2-1ecc-41fe-966c-953da5695658" ], "avatar": "https://www.nichols.org/", "event_id": "9bb95af9-6fe6-4ab8-b383-8696ff8d643a", "user_data": "ctran" } }, { "similarity": 0.47629220847365, "face": { "face_id": "f5dba267-2fda-46ea-9d20-d9d8e1fa9d70", "external_id": "RYDakpLIrGDbODaIEwVD", "attribute_id": "f9e42c7b-fab8-426a-81e9-b5a94df2972d", "create_time": "1975-06-03T15:20:43.804034", "lists": [ "17c314a5-9b70-4cf7-b408-b964a1f371d3", "8b4656e3-37a4-470e-8a9f-9c05909f676c", "b1745321-bba8-4e7c-be88-d59422d68696" ], "avatar": "http://mcdowell-sanford.com/", "event_id": "5638b3a5-4a68-498b-bb25-d810ee0a620d", "user_data": "turnerbrian" } } ], "list_info": { "list_id": "ccc13ec2-5c53-4fcb-9912-5dc7583dbf49", "user_data": "899 Powell Place Suite 784" } }, { "candidates": [ { "similarity": 0.482193860776911, "face": { "face_id": "a846d7ab-a690-4d2e-863c-9cbe71debf01", "external_id": "rRxsdObIAKQDScbdJIiA", "attribute_id": "afebfd6c-f18e-457e-9f64-9e15d9cce95a", "create_time": "1975-06-09T22:16:43.201102", "lists": [ "4795a52b-5538-4102-a4ee-37ff84e9fb1d", "8f4dd93b-0c44-401e-b759-9a3566c9860f", "c79c5c8d-8301-449c-a74a-a5c45d3415e7" ], "avatar": "http://gonzalez.com/", "event_id": "7c4e1fdd-1a57-4435-8127-6ac719fba0dd", "user_data": "leonard00" } }, { "similarity": 0.552407775847623, "face": { "face_id": "4cb2a051-528d-4f12-8eaa-555e663e5e0a", "external_id": "ubGKCswkJWHonQXSaSkh", "attribute_id": "aff35cdb-e670-4534-8722-890454c4043b", "create_time": "1991-11-30T22:11:45.249266", "lists": [ "91fafc7d-ed52-4213-99b2-35c87015368b", "f45e2d17-5406-4d2f-82e9-d1f31c91396e", "ed7be3b9-0ea1-4527-8a8f-9220d091dc6c" ], "avatar": "http://www.miller.com/", "event_id": "96fcd0f6-7955-48cc-bd02-344cc5813170", "user_data": "lisadavis" } }, { "similarity": 0.688744842760728, "face": { "face_id": "757af14b-d844-4275-a393-1d5c5b1c514b", "external_id": "hsQCEsgcZXKoFIRiRUsb", "attribute_id": "2179b9ed-1836-4b5f-bc54-455c013c52ba", "create_time": "1974-04-29T20:40:44.455210", "lists": [ "24a06681-00a5-4f3e-8434-00040429cdf3", "80f8aab3-9b77-49c2-a523-31e37a2a2831", "4eed3522-9cf8-4e6b-896a-2146d8b6c2a4" ], "avatar": "http://www.may-riddle.net/", "event_id": "21fedc5d-d8b0-4cc1-afcc-f5dde455fe6f", "user_data": "ricky45" } } ], "list_info": { "list_id": "fe90617c-b2a4-4155-ac13-4bcb04e711e3", "user_data": "1654 Guzman Mill Apt. 203" } } ], "url": "http://www.bowers.biz/", "face": { "face_id": "dbc74e5c-bc87-4af3-93a7-519f79bbabc3", "external_id": "mNJrjoQKuQhDfPWoSTeZ", "attribute_id": "98a688a8-7f12-4749-80f0-0c6a7fbbca6d", "create_time": "1988-02-09T13:12:50.225222", "lists": [ "09f956ae-3913-4c13-9ada-77108de6b3f2", "547a0491-c3aa-4a6f-b878-a6600ff6dba1", "a8c4f4e2-2a95-415b-8662-f38dfa1426e9" ], "avatar": "https://www.sanchez.com/", "event_id": "a54aa302-c085-490f-89ba-7f815a5e66f0", "user_data": "amy48" }, "detections": [ { "filename": "VJZxROBAimwkVKdURcGK", "sample": { "url": "https://www.mayer.biz/", "sample_id": "1e421610-2ade-4d33-a093-6975439d3041", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.238365712482449, "dark": 0.605614084812847, "saturation": 0.77499171308335, "blurriness": 0.17207829425906 }, "rect": { "height": 9134, "width": 8607, "x": 3429, "y": 9760 }, "landmarks5": [ [ 8353, 9619 ], [ 3787, 2396 ], [ 951, 7414 ] ], "landmarks68": [ [ 9905, 9791 ], [ 4412, 5526 ], [ 6333, 6025 ] ] } } }, { "filename": "KgRhwPbdclszwPOBjhop", "sample": { "url": "https://www.gutierrez.com/", "sample_id": "cbe636b6-1efb-490b-8f71-f03a37c5e10f", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.365145565698809, "dark": 0.982110494158398, "saturation": 0.276115309406778, "blurriness": 0.250772326378557 }, "rect": { "height": 5010, "width": 9359, "x": 2136, "y": 2820 }, "landmarks5": [ [ 4728, 2990 ], [ 5154, 7700 ], [ 588, 4648 ] ], "landmarks68": [ [ 6000, 145 ], [ 2129, 8057 ], [ 5299, 3555 ] ] } } }, { "filename": "xIJRbaHtHJZBSXiHviZg", "sample": { "url": "https://chen-jones.info/", "sample_id": "87179fa2-48d2-4cff-a333-a41c0572a1c4", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.65218471709541, "dark": 0.290595442611719, "saturation": 0.856002732513911, "blurriness": 0.609690071710102 }, "rect": { "height": 2971, "width": 6502, "x": 8158, "y": 6685 }, "landmarks5": [ [ 2673, 5044 ], [ 9643, 838 ], [ 3991, 4600 ] ], "landmarks68": [ [ 8872, 8608 ], [ 5016, 9505 ], [ 7861, 1096 ] ] } } } ] }, { "samples": [ "7779d61b-ec3e-4eec-ab1e-cdf807e400b4", 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