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": 1, "ethnicities": { "estimations": { "asian": 0.817111841109797, "indian": 0.733326682096339, "caucasian": 0.936116236249024, "african": 0.124809462347698 }, "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://www.alexander.com/", "attribute_id": "bdeb37ca-d634-4b3a-991f-c2cc0d371b65", "score": 0.52671422046754, "basic_attributes": { "age": 23, "gender": 0, "ethnicities": { "estimations": { "asian": 0.810176162125435, "indian": 0.959685052725732, "caucasian": 0.836800857593855, "african": 0.967040605631668 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "a1a479a3-0eb4-448f-89a7-63033bb5c7f0", "c1d441c0-ce42-46fb-9857-d07e187e1fb7", "12e5f443-5a8c-4922-a71d-7ccc39351579" ] }
- 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": "7f0a7985-db92-4ddd-b7e0-fcf91169f286", "external_id": "NCJyeNBuJKNCAyLQbRxG", "attribute_id": "fb14a95a-3efe-448c-afb1-df9e6a66c706", "create_time": "1995-07-24T12:40:05.104934", "lists": [ "1819c176-fd13-4261-b0af-7180fa416048", "7fe729fb-40e6-4bd1-b6b7-ec9b9c430594", "149fcacb-e1fe-42fd-b366-52249a64a189" ], "avatar": "https://www.mcneil-liu.net/", "event_id": "9e7378dc-39b7-41ee-b509-ab275c22f895", "user_data": "gregorydaniels" }
- 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": "8cb3a2dd-09c6-4c3d-a486-25a5d4bb0859", "user_data": "285 Jimenez Wells" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.445749642217344, "face": { "face_id": "cb864d4b-386e-4e9f-83f4-34bcf6e01f50", "external_id": "lHiZMDpaoFfQuoCiBkvE", "attribute_id": "143caada-dcbe-45ad-84d6-b995b613790d", "create_time": "2014-09-17T11:02:38.436768", "lists": [ "76267986-7f93-4441-a693-b9b44ce75aee", "855beb69-1140-4bda-bba5-db34fd10f1dc", "f8e2a027-94ef-4f4e-867e-2bfb91111938" ], "avatar": "https://www.taylor.org/", "event_id": "1c177ad7-2364-454d-a748-cc7583b8c3ff", "user_data": "tammy39" } }
- 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": 0.674519643045077, "face": { "face_id": "b7a5948c-7773-47fe-afba-f4041f8dac2f", "external_id": "pvCqHSYuDoJXLTgXEKnD", "attribute_id": "b792ad98-7d5e-477f-91cf-154801e56f95", "create_time": "2013-07-04T23:33:44.166206", "lists": [ "28ac2521-99e4-44a8-82ae-2457793ca716", "daa44666-2bb6-4389-ac40-d8dcceda61d0", "4096a638-f0e4-4ae7-9697-6516d9d25c84" ], "avatar": "https://alexander.com/", "event_id": "fd19d9b1-889f-4aea-b4c0-c2fd11fac0cb", "user_data": "julierivas" } }, { "similarity": 0.91550745990094, "face": { "face_id": "ae468112-0eab-4443-b9b3-4ec0b0fe673a", "external_id": "DPRYuZLBdOVomOWFoasV", "attribute_id": "4760dfe2-090d-4050-b4b6-9766e99d42c2", "create_time": "2011-05-16T01:29:50.242072", "lists": [ "e075c3df-22d3-4880-968c-f716eb1013c1", "d949d760-338e-4790-823d-f258ff9c555b", "6e7a3b2c-b673-4d69-a321-ef5ae85c39ca" ], "avatar": "http://www.suarez.com/", "event_id": "5021f21f-b256-46b7-99e0-f5f50e7198df", "user_data": "ajones" } }, { "similarity": 0.335043381376459, "face": { "face_id": "dacd219f-b2b1-4da5-a590-c42c354cc09e", "external_id": "vakzNBRNasXIrpcEaGyi", "attribute_id": "7ec2d01e-6b3b-4d5e-9f7e-ef2adeba8ad1", "create_time": "1978-01-11T00:24:00.415341", "lists": [ "a50782ee-f1ca-4153-88d7-5579134f024b", "cc2fd7fe-de8a-413f-9812-7882f76b50a8", "eb513dc7-df12-46e7-ad60-23cf9daa4627" ], "avatar": "https://cantu.com/", "event_id": "0698d310-4738-4857-9d23-39925ae4de18", "user_data": "kevingalloway" } } ], "list_info": { "list_id": "918d58e8-0f7f-4bde-92e4-174ac9300d73", "user_data": "4775 Michael Streets Apt. 557" } }
- 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": "c6a17fef-75a8-4c1a-9411-54bc3d9b698f", "Luna-Request-Id": "ZGseOtphHOvaXBTMLAQE", "events": [ { "samples": [ "672f1652-a0c0-478f-9038-9d338ad36c7d", "73043051-fd0b-473b-bfbf-95161a3e5231", "5c684115-bf6b-43d7-8771-9b41c34d4f22" ], "attributes": { "url": "https://www.lopez-andrews.com/", "attribute_id": "9b9771e0-b4f4-4d61-b0fa-38a3619f4523", "score": 0.362862958980603, "basic_attributes": { "age": 86, "gender": 1, "ethnicities": { "estimations": { "asian": 0.957641043909496, "indian": 0.747038782229237, "caucasian": 0.953707865572821, "african": 0.646177203677965 }, "predominant_ethnicity": "indian" } }, "samples": [ "1b1953f2-142f-40b6-8309-edee1daceeb2", "1bce9fb8-d0a1-4020-9179-d33670146616", "31db54e9-4ef7-4a61-bc86-b2c2a22a2c14" ] }, "source": "3494 Justin Street Apt. 340", "tags": [ "vYUjXirASRXCFueUGcCR", "qiJywdPclUcHNhbvNPGo", "iMpBBROnQqSOMLXVhAWx" ], "event_id": "88ddb316-364f-4034-8e56-58d7bf3c8879", "match": [ { "candidates": [ { "similarity": 0.442638266561207, "face": { "face_id": "47a168d3-589e-4097-8132-97ab3b3c3482", "external_id": "xUViAqunOZDaTtXzmvMU", "attribute_id": "9561af8a-0706-4fae-9c32-7c31cede7f05", "create_time": "1976-06-07T22:01:03.817058", "lists": [ "ddb36dfd-c388-447f-8231-7c09c48b6d3e", "c907f75c-5858-4583-9fab-429b9836b29c", "35031891-3423-440a-8ab4-ca03fd4b978a" ], "avatar": "http://wall.com/", "event_id": "60f28be9-e04b-4d9d-8d68-6730ebf1a33c", "user_data": "berryjessica" } }, { "similarity": 0.4977606888347, "face": { "face_id": "82c30bfc-94f4-470b-83c4-e62a9c933407", "external_id": "otmehbvcXRLmobWZQaHo", "attribute_id": "e1995fe7-09db-430b-aa6d-087771458e6e", "create_time": "2012-01-17T23:50:40.763320", "lists": [ "9c2711b0-01b1-4b56-8d49-7ea7a7e23497", "f92fde2a-ec10-4a61-af22-21437917b8cb", "84b4493d-a24d-42fa-b268-bed665d3ea34" ], "avatar": "http://www.turner-wallace.com/", "event_id": "57306ab6-e0b0-4d1b-a804-24905bd0b11b", "user_data": "erinfuentes" } }, { "similarity": 0.770163408006523, "face": { "face_id": "a2af7c85-8c3e-42b0-a1e5-ac847bc2f9c5", "external_id": "PGaKrmiftNyPvzMvkytz", "attribute_id": "1574f999-322d-4177-a89c-a99fb6655bdf", "create_time": "1990-12-21T18:07:42.750372", "lists": [ "796f500c-3837-4de9-b9d9-cff635db6194", "3829541a-3348-4db7-a479-07863c41c8a4", "01f5e8a7-3545-46ea-981c-24479ce5b035" ], "avatar": "http://www.chaney-howell.org/", "event_id": "aabfdc14-284b-4952-add3-b61db862d9ac", "user_data": "elizabethparker" } } ], "list_info": { "list_id": "4150fa99-5278-4549-ada1-4ba7719dee22", "user_data": "556 Tracey Mission" } }, { "candidates": [ { "similarity": 0.852880544910143, "face": { "face_id": "d560f786-2670-4b04-884b-4954148fe66b", "external_id": "dlAODOAxwWtuKowJWrkz", "attribute_id": "caa4a172-86b0-4a94-8ca3-32c06104519e", "create_time": "2021-06-24T19:46:44.460899", "lists": [ "99ebab96-0354-4ca6-904c-e35536c4304b", "24809e96-6cdc-47f0-9c90-ac299fae860c", "9df630c2-46ff-4cb8-be54-0abfab26063d" ], "avatar": "http://hester-hill.com/", "event_id": "ecb6eca4-4410-474c-a1fe-2344bb4e6ddd", "user_data": "mthomas" } }, { "similarity": 0.24538887693629, "face": { "face_id": "d933980c-9b8b-4479-bd86-02142ac45b97", "external_id": "ykTWlfCPqZtljNuLJZWV", "attribute_id": "d9d88021-219b-4c02-8734-5cb5e36e12fc", "create_time": "2006-06-08T02:33:49.997172", "lists": [ "c7a2167b-842d-4d1e-a238-8192779e69d1", "faefb68e-fd51-47b1-b980-f7af0c1f6626", "cdac92de-3719-4400-98c4-856e0c8d043e" ], "avatar": "https://www.collins-love.com/", "event_id": "9827a6fb-b3a4-4838-813e-b36d282e1f78", "user_data": "jaimewhite" } }, { "similarity": 0.399979371085008, "face": { "face_id": "afb532d6-0308-49b4-b283-5572afc094dc", "external_id": "rzRXQEncDlZWqTVGfAfT", "attribute_id": "0e10e028-b411-4b21-bf3b-17d77f46acc4", "create_time": "2002-12-23T22:54:10.322696", "lists": [ "19a5c7b7-53ec-4bf0-8db0-81eff510b837", "72b2a9b3-2a92-4868-aba4-6f005874ead5", "6857123c-ee1d-46d7-b689-35fad3977d2c" ], "avatar": "http://www.burgess.com/", "event_id": "9837a0e9-c913-493a-a34b-ae1df281c0e4", "user_data": "stacy24" } } ], "list_info": { "list_id": "3f8a3c6e-4db3-4d5a-b633-351144fb1fa4", "user_data": "64772 Leah Street Apt. 367" } }, { "candidates": [ { "similarity": 0.735486066233192, "face": { "face_id": "fa2615fe-2698-4af2-94c8-6098905a4d6e", "external_id": "sKSanWndcAcoJJzlHNky", "attribute_id": "19ed1fc3-e3b3-4cf2-9924-88cd5a4faf51", "create_time": "2016-06-09T14:29:35.025460", "lists": [ "af8ddcd1-29be-4555-bfdd-da5366be34c5", "b5e277a4-697d-4788-af2d-ae33bb7cad04", "372e652c-b67a-4ef3-a163-870645c99666" ], "avatar": "https://www.mullins.com/", "event_id": "60f7685f-e4ad-48da-b43b-6a07e31e3965", "user_data": "steven43" } }, { "similarity": 0.619502896751502, "face": { "face_id": "4937f595-8ffb-443d-a434-7c191d5ca4d3", "external_id": "PxAQaoIDugUBIeIogMJA", "attribute_id": "8ae57dde-5585-484d-9541-d40cc6413d15", "create_time": "1994-09-21T17:59:51.000457", "lists": [ "72f65695-8dfb-481c-b403-0698e56b981e", "2ffd430c-8bd5-4d5f-8ad1-24f93a78436d", "3fdb28bb-4989-4d8a-ab38-d39b07e278e1" ], "avatar": "http://hall-rios.biz/", "event_id": "86c670a0-d561-4c62-b0ff-c7a746885a74", "user_data": "nicholaserickson" } }, { "similarity": 0.250040057193452, "face": { "face_id": "9b53fde8-9969-4bd4-95b0-66b740be0026", "external_id": "TLizNyQqRcpcFfSMrUjf", "attribute_id": "1f97205b-2a13-42f7-b52e-bc54135f18c2", "create_time": "2011-10-18T01:17:04.707831", "lists": [ "7221752e-3bf7-4821-b9a8-b68a1862b053", "215649d7-ca2e-465b-9c1f-3f74b62e69e9", "2ff45111-ef66-49e0-919f-f3ae32a03a1b" ], "avatar": "http://meyer.net/", "event_id": "c12f497b-8509-4542-9e8b-f0f2834d3af2", "user_data": "amber09" } } ], "list_info": { "list_id": "e3bbfbbc-c710-4bd7-ab40-02847282f429", "user_data": "0979 Cameron Tunnel Apt. 897" } } ], "url": "https://smith.com/", "face": { "face_id": "505c6d67-61ff-494f-bf7f-ef157ddc76d3", "external_id": "HAMNCtDFiDiLNmbkOaFg", "attribute_id": "59337861-0f07-4c0c-bc67-6ab6fd87a3be", "create_time": "2023-01-19T01:41:13.964046", "lists": [ "c2d1499b-2c3f-4d78-9150-7e7222f7b00d", "650d78a4-36b4-45e7-b856-acb441b27f7d", "7c9ee595-729f-4713-9a77-f8151e26bfe4" ], "avatar": "https://www.fields.com/", "event_id": "41416580-aef6-4733-b62e-e9f3001b9dca", "user_data": "gibsontanner" }, "detections": [ { "filename": "SHzwbqLsjBsGDdkgdwKA", "sample": { "url": "https://church.com/", "sample_id": "28ecbb16-d972-4c7b-acd1-f41320216524", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.670856488646777, "dark": 0.952872328588654, "saturation": 0.824506353091949, "blurriness": 0.698328937312368 }, "rect": { "height": 2609, "width": 4939, "x": 2420, "y": 3597 }, "landmarks5": [ [ 9874, 3801 ], [ 1402, 6962 ], [ 6261, 3931 ] ], "landmarks68": [ [ 7421, 9756 ], [ 2959, 2318 ], [ 5927, 2238 ] ] } } }, { "filename": "PJbdAiLWuUGegDqrWipc", "sample": { "url": "http://miller.com/", "sample_id": "c4b26919-a87e-47f1-a66f-9b7c17048d28", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.808563758874982, "dark": 0.535819274698054, "saturation": 0.58300496306847, "blurriness": 0.633354977180941 }, "rect": { "height": 7128, "width": 4951, "x": 1584, "y": 2339 }, "landmarks5": [ [ 3523, 1791 ], [ 728, 2518 ], [ 2201, 7109 ] ], "landmarks68": [ [ 1335, 893 ], [ 1974, 8606 ], [ 2454, 9256 ] ] } } }, { "filename": "WoTwyWCVCYYoSCFhRmdR", "sample": { "url": "https://www.reed.com/", "sample_id": "ceb943d8-a379-417a-9181-8aee282606af", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.416035040096972, "dark": 0.58386491132889, "saturation": 0.195410044847776, "blurriness": 0.103334306330771 }, "rect": { "height": 4825, "width": 5663, "x": 9241, "y": 7077 }, "landmarks5": [ [ 1751, 5704 ], [ 2617, 5445 ], [ 610, 624 ] ], "landmarks68": [ [ 3251, 687 ], [ 8410, 9002 ], [ 5994, 9481 ] ] } } } ] }, { "samples": [ "c96878f8-b382-4951-be8d-6dc22a0d8495", 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