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": 58, "gender": 0, "ethnicities": { "estimations": { "asian": 0.788056746512088, "indian": 0.727495936810048, "caucasian": 0.666827674405074, "african": 0.93138436150428 }, "predominant_ethnicity": "caucasian" } }
- 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://www.nelson.org/", "attribute_id": "52a6f26c-d125-4adb-8750-e616a99d596d", "score": 0.998911022639436, "basic_attributes": { "age": 47, "gender": 0, "ethnicities": { "estimations": { "asian": 0.623961990766685, "indian": 0.840707032980594, "caucasian": 0.182142625139793, "african": 0.565806998993661 }, "predominant_ethnicity": "african" } }, "samples": [ "5b680725-bcc5-4f98-8d3c-31333700efc5", "ef210ad9-cc19-459c-a9db-f54e0b1c4d2a", "ce4d52a7-7c2d-4a89-bbde-4beaf312e2a4" ] }
- 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": "978df53a-0bb9-4ac9-a9ad-8332f2e9b72e", "external_id": "EdRXHavzpHihxcVpglzu", "attribute_id": "cc189421-13a7-4bfc-a7d1-cb53cc73ffa3", "create_time": "1985-09-21T03:53:27.108037", "lists": [ "ab2d325c-45c1-473b-b219-34ced1f13531", "3a616ae8-765a-49b3-9f4f-4f615ddcc1bc", "5844a3de-efe3-4229-8a92-5c973f13fb1c" ], "avatar": "http://frost.com/", "event_id": "b7702837-e92c-499f-9772-5a11e47cdc63", "user_data": "jonathan94" }
- 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": "f8ba3b8c-44e9-44e2-bd96-ae37601e14da", "user_data": "831 Heather Field Apt. 782" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.947779706689471, "face": { "face_id": "37daa0e0-8f4e-4faa-949d-4c6046e15252", "external_id": "rFqVpbqMYDzttRqBNdcX", "attribute_id": "d09727a3-f08e-49c6-a8d5-e0490272f72f", "create_time": "1977-02-18T15:06:47.644066", "lists": [ "898135bf-e9a6-4d11-a4e3-c87db2926cd5", "6618ab07-aaa9-43d6-bdb2-0f683f08fef1", "608e33d4-949b-4a62-98e1-7b45286c9999" ], "avatar": "http://www.hamilton.com/", "event_id": "592f0b01-d93c-4914-93cd-a83b08481657", "user_data": "umorales" } }
- 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": 0.212815408065763, "face": { "face_id": "008b9b27-11af-4c1d-b9d8-29df7e5d774a", "external_id": "qWXtkpHMaPRuCgPkrqbc", "attribute_id": "4d28b113-bb52-47e1-bb3a-b1e4d92afd12", "create_time": "2023-12-17T23:28:25.575412", "lists": [ "94140a22-7e4a-48cf-a673-75da2a0f5f5d", "4217e7d4-65fb-4635-9bd0-455439e80566", "b58c5c66-c8fd-4a1d-b25b-0ab6fd14abd1" ], "avatar": "http://frazier-hull.info/", "event_id": "15060640-d1d9-4c8d-acc3-5fd50e85a7eb", "user_data": "hswanson" } }, { "similarity": 0.710694754232737, "face": { "face_id": "302c271b-c72b-4e4c-8a19-40faa9db74ea", "external_id": "srMmSmlqWLWqDRsVDvts", "attribute_id": "895ee3de-7c07-461b-9ee8-d73e7d8c7598", "create_time": "2019-04-27T02:13:25.964190", "lists": [ "dc7d71d4-0713-4b27-8564-b653a9546cb2", "193a691a-785b-4071-bed4-ca1fd34818dd", "6443659d-dc49-4301-b693-b68925430ad0" ], "avatar": "http://www.baker-turner.com/", "event_id": "c6a8f79b-3146-4cda-818a-5200e8fe5613", "user_data": "laurabrewer" } }, { "similarity": 0.898166623027254, "face": { "face_id": "42951a7b-fa53-4670-a570-400e7ab0f620", "external_id": "cxfWnqqVZBWnusHViwZO", "attribute_id": "7b3d2700-9e21-40a9-b1d4-f72fd0237b9f", "create_time": "1979-06-08T22:52:57.532326", "lists": [ "1d7ee085-a14f-47d7-a646-aaea47a2b94e", "b7715ff5-3751-444c-add2-980a1da9b4e5", "e91bcd52-5fa6-4486-8237-bb56d0845258" ], "avatar": "https://herrera.com/", "event_id": "ff31ebae-cfcc-461e-8dea-4fc93f16bea4", "user_data": "richardwright" } } ], "list_info": { "list_id": "4a4ac8db-ed4c-4c46-9344-21a78e548f0d", "user_data": "583 Justin Drives Apt. 087" } }
- 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": "84eade00-abf3-4977-8e21-cfd59f3b0e95", "Luna-Request-Id": "HUblDYeByzIaAcsflvht", "events": [ { "samples": [ "2215dca3-5762-4788-9eb6-c19aa102818b", "b6dd5ddb-b3af-4834-b786-1c564a13744f", "fd6dd19d-14b1-48ad-bcbc-96ad8899c274" ], "attributes": { "url": "https://www.scott-sanchez.biz/", "attribute_id": "8fed5c22-57c5-4a0a-8018-d9e8ebe447de", "score": 0.608386994175476, "basic_attributes": { "age": 7, "gender": 1, "ethnicities": { "estimations": { "asian": 0.389989670366125, "indian": 0.145771028642702, "caucasian": 0.355852533471144, "african": 0.700602318659088 }, "predominant_ethnicity": "african" } }, "samples": [ "e433b6f1-b5fc-450b-a223-302de933edbb", "18347249-68eb-48ce-8d94-01ecc2a9ccdf", "ee15208d-40a0-44cf-9bd6-c90160be4f48" ] }, "source": "2267 Kevin Lodge", "tags": [ "BAtGOSABTciHCtXMgORa", "cQCvEoEMIstIVxiWUyDg", "ZWbCgkGCPBLcNSAZUBFO" ], "event_id": "bedfb583-d613-46b4-ba70-3ef7c220da2c", "match": [ { "candidates": [ { "similarity": 0.50012458238807, "face": { "face_id": "09b82ef6-80bf-42a8-87ff-5a44e5c588ed", "external_id": "DWPAYQlOccHXnsMDycpo", "attribute_id": "b2e82e4b-d3e6-4ea5-b2b9-89b724ffa6b1", "create_time": "1978-07-05T13:32:02.680216", "lists": [ "9a3f271f-a16a-4387-b04a-24fe03fd3854", "dab568fc-784c-43e6-940c-ca0a3fd3bbbb", "4e5ec8f3-5ea3-4ae0-a64c-6e79fea29fb5" ], "avatar": "https://www.schwartz.info/", "event_id": "b688047b-11a1-4d83-bdfb-cf6e77a510aa", "user_data": "andersonbrent" } }, { "similarity": 0.397792426050316, "face": { "face_id": "162b6935-6236-4475-af28-2c2fa40695ef", "external_id": "rWeMVZQpcgAsynzWPMpM", "attribute_id": "c22593bf-c6e4-46ce-903a-1abb56525a30", "create_time": "1998-07-01T07:06:14.564601", "lists": [ "a0aabb3b-d49f-45cf-b8e5-40646515bc9c", "b0e2cc7d-7493-4b2a-a084-a73dececce74", "40daf195-aa9e-43bf-8eee-bcf4dc05365a" ], "avatar": "https://www.singh.com/", "event_id": "56b8a8e5-6566-44d9-b841-a1223d98626e", "user_data": "bethanysmith" } }, { "similarity": 0.239198747142548, "face": { "face_id": "bf788e64-6ff6-423a-a413-df29ee2cdf03", "external_id": "eSYxRAsCORCaFUIMlhmG", "attribute_id": "63b2851b-5481-4b46-b0d2-86da4a0e7f5d", "create_time": "1980-04-18T20:53:23.200709", "lists": [ "8d213d19-be24-45e6-90cb-82199c5b7f99", "14842fd6-3bf5-4083-9c6e-9ec43ebeadfe", "6ff49e90-388d-4546-bce4-6e35f2e6dc58" ], "avatar": "http://malone.com/", "event_id": "b3fb6870-4066-43b7-8b02-4d321a58d455", "user_data": "alexandraking" } } ], "list_info": { "list_id": "67a4c9c7-0eb7-40cc-9d44-b81af5569315", "user_data": "55898 Nathan Avenue" } }, { "candidates": [ { "similarity": 0.122319174066183, "face": { "face_id": "d3ca55db-3ea4-4483-8fc7-3e22ab75acc7", "external_id": "AfNQythsYhRzZRKSbWvf", "attribute_id": "af049c5f-3803-450d-aa1e-70007e7c1852", "create_time": "1986-02-12T07:28:26.255953", "lists": [ "6728c2e4-91be-4064-9d67-ac96ad248313", "2e24f4d6-2c2c-477d-9048-554678f259b2", "1f0dec0a-ab97-448b-a1ae-353b8d8f27c6" ], "avatar": "https://cunningham.com/", "event_id": "456b3c7c-bff1-4a2c-892d-b31dfe6435b1", "user_data": "jill72" } }, { "similarity": 0.887180156484976, "face": { "face_id": "384d3b78-3579-424c-8d28-ca140be13007", "external_id": "apvrBZunEBZSFaSgnXVf", "attribute_id": "9a548986-5405-4b56-955a-c496c17441b7", "create_time": "1996-07-25T12:49:23.329875", "lists": [ "32a2b2a1-6d8e-4fd3-ab3e-1197ce07c21f", "2e26985b-1361-44ad-bb46-ec36a300a176", "b173efb7-19ed-431a-8196-37b4ddca577c" ], "avatar": "https://johnson.net/", "event_id": "2a444559-f881-466f-b48a-28fdbf25f0ca", "user_data": "yadams" } }, { "similarity": 0.525299587912, "face": { "face_id": "e2a0ff9f-f105-496f-97b7-a758b7a78b0b", "external_id": "atVMpsNFVgKzKUSaQzyn", "attribute_id": "1a3afef6-87ad-4d68-a29d-48e62a7c6b30", "create_time": "1994-06-28T21:30:23.582412", "lists": [ "3a339319-45de-458e-9742-20c8f222c0fa", "a82627de-93e4-4b57-b01f-ab02e356b799", "1bef4c96-8086-4632-98ca-a2b82e26d6e2" ], "avatar": "http://www.williams.com/", "event_id": "508a2e5d-b7c2-4b9d-a3a2-8fb262183905", "user_data": "ethomas" } } ], "list_info": { "list_id": "b62eec87-f4eb-4e44-9801-d0c32b4e34d1", "user_data": "06677 Richard River Apt. 731" } }, { "candidates": [ { "similarity": 0.922872708283562, "face": { "face_id": "fb6dd497-f89d-4c03-947b-45e2549b5016", "external_id": "TACEIgXLulWMRunCcrPv", "attribute_id": "4a01d0b4-17dd-4b2f-b602-2e714d628d90", "create_time": "1997-07-30T20:20:48.651480", "lists": [ "ccb58c7d-aed1-4a32-a4a7-035c96a9b646", "1c9ef3a2-7d68-4a3e-99ec-388d3be7c4ae", "4d483108-102c-413c-9f3a-9b905e7d38cf" ], "avatar": "https://www.duffy.com/", "event_id": "e7144f2d-1fa1-4c49-b7ca-78037aefb803", "user_data": "desiree26" } }, { "similarity": 0.733595582324986, "face": { "face_id": "fa9db408-82e2-48a8-801f-54cfd2d7dfb2", "external_id": "iCtgowIuZLhcvxvrgnqX", "attribute_id": "7fe80212-9313-43c8-83d3-4dd000bb03b5", "create_time": "2009-09-28T17:33:27.457440", "lists": [ "d3919341-6a03-4ca4-ba45-83ef2154dd4e", "02db9e79-4722-4fe6-8c44-5c2163906e4e", "d725013b-6b71-4c98-888c-7d58b9503d86" ], "avatar": "https://www.bryant.info/", "event_id": "6c7a5811-2d68-40c0-b144-371e2a563116", "user_data": "ruizalan" } }, { "similarity": 0.661427962281167, "face": { "face_id": "4a6187cd-301c-4286-b5b0-5e454bc14e5a", "external_id": "sdNCpmjHJZyOfZmNmmEi", "attribute_id": "cc728a47-e7c6-4018-8cdd-1ff154c3efff", "create_time": "2006-11-01T20:12:47.247641", "lists": [ "98459d82-922b-46bc-b992-7cf1a0934485", "34b34f00-90ca-4ce5-9ada-51b1e98de5e5", "28c42303-8acb-4e2e-a5ed-4841bba79e5c" ], "avatar": "http://rose.com/", "event_id": "3804e70f-b040-4269-a2da-7238a9fa849e", "user_data": "deborah84" } } ], "list_info": { "list_id": "c59c7b20-1c5c-428a-ba05-6cd54694a041", "user_data": "288 Anthony Rapids" } } ], "url": "https://maxwell.info/", "face": { "face_id": "6f386e68-9e88-4a63-9c17-5d09dad11739", "external_id": "ePmAONFGYnwREqfqJWxV", "attribute_id": "546b3b5e-15b4-4eed-b93f-7bc3af2230a6", "create_time": "2009-10-20T22:02:28.535920", "lists": [ "353f1503-1564-4399-a4f3-f11716f1b670", "06943074-4729-43c9-b75f-29fea21b0649", "72543fde-22eb-44ca-8604-8fe3b435eca6" ], "avatar": "http://www.clay.biz/", "event_id": "54deb212-fabd-4c8c-8b2c-d014a1f98738", "user_data": "ldavis" }, "detections": [ { "filename": "WlMFigOamsiAIGoFKCIZ", "sample": { "url": "http://www.gomez-wilson.info/", "sample_id": "66a9777c-af15-489d-aef1-6ddf8cfb0c2b", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.596605315376274, "dark": 0.392888417036548, "saturation": 0.287633573109435, "blurriness": 0.220808348888584 }, "rect": { "height": 3903, "width": 9498, "x": 9655, "y": 7165 }, "landmarks5": [ [ 6423, 5463 ], [ 2379, 5635 ], [ 2753, 8862 ] ], "landmarks68": [ [ 3542, 3530 ], [ 658, 2448 ], [ 4445, 6792 ] ] } } }, { "filename": "LhpVhQRaZGqlgqkAVtML", "sample": { "url": "http://www.jimenez.com/", "sample_id": "2c94ffae-3286-4a2c-a071-13d763a1e577", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.91395196727401, "dark": 0.893527258070326, "saturation": 0.817583815830812, "blurriness": 0.1162848128524 }, "rect": { "height": 201, "width": 4266, "x": 4303, "y": 7916 }, "landmarks5": [ [ 5792, 7871 ], [ 8152, 3860 ], [ 6637, 109 ] ], "landmarks68": [ [ 9063, 5514 ], [ 503, 2766 ], [ 8690, 6940 ] ] } } }, { "filename": "fjeBipxONXytQEazowam", "sample": { "url": "http://cox.com/", "sample_id": "23922566-45ae-4b7f-b9b5-76660e1e2249", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.130290794312313, "dark": 0.966682160310353, "saturation": 0.377777633002913, "blurriness": 0.446368383578288 }, "rect": { "height": 3285, "width": 8034, "x": 7871, "y": 9127 }, "landmarks5": [ [ 9595, 1625 ], [ 9165, 5414 ], [ 7854, 2217 ] ], "landmarks68": [ [ 7271, 3415 ], [ 7988, 4936 ], [ 3186, 9580 ] ] } } } ] }, { "samples": [ "835609ea-a31e-45f6-a5fc-5259a00ff97f", "8b135534-baac-4de8-bfd9-8081eb311e78", 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