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": 7, "gender": 0, "ethnicities": { "estimations": { "asian": 0.836347561338244, "indian": 0.157197900372849, "caucasian": 0.280002423940804, "african": 0.704903103762805 }, "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": "https://ramos.com/", "attribute_id": "4c836a39-636e-4260-a91a-8711a6cc04b8", "score": 0.231647253065326, "basic_attributes": { "age": 61, "gender": 1, "ethnicities": { "estimations": { "asian": 0.189606961163144, "indian": 0.953045762239953, "caucasian": 0.780622940376101, "african": 0.435028828819163 }, "predominant_ethnicity": "indian" } }, "samples": [ "6f63507f-d764-4145-950c-8bbd0c6d3dff", "6599bcb4-683f-422c-9d86-b09b033da9b5", "3b07c3aa-7f9c-44a5-bca3-681e747594ca" ] }
- 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": "cbeb45fd-3de9-4716-b45b-0a97cf20e325", "external_id": "gTAYPIirGcSmjZHxKdeD", "attribute_id": "7effaf08-3869-468b-bdb2-3ff1bd62ea21", "create_time": "1996-08-22T10:56:15.709264", "lists": [ "fe593998-f1be-4483-8edf-61d12084de1f", "81c9fa73-1d9a-49a0-af83-e7b0e88ec79c", "f0efe99e-6da3-478a-a9dd-c7d6e017fe1d" ], "avatar": "https://simpson.info/", "event_id": "b4f22027-fc4a-4276-9a5b-f97db01ce82f", "user_data": "robertmartin" }
- 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": "cbca8438-5070-4538-99bf-d01201cbd7c9", "user_data": "37199 Schmidt Rapids Suite 718" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.194182027415405, "face": { "face_id": "fe899180-b186-4de4-a1b4-409f4c868544", "external_id": "LdKntvZNTzPOkSeqvcWz", "attribute_id": "c2b9613d-717a-4be3-8353-36dce72cd3f1", "create_time": "2023-08-14T02:22:18.426219", "lists": [ "5349c94e-b054-49e6-a64f-ac24ffcf21d9", "d91a5048-3b13-4073-aa86-462d9c91e1f5", "ade5e0e3-9580-403d-a63f-836bcb2cb3c8" ], "avatar": "http://bell-murray.biz/", "event_id": "f50198ba-f3d7-44a9-8c0f-6f45ba672cc4", "user_data": "lisatorres" } }
- 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": 0.7391820748972, "face": { "face_id": "2eb31be3-b9d5-419c-8af6-1e0ab8c5e47b", "external_id": "bDzVYjUagxyOtIEGQXPu", "attribute_id": "02868fdc-cb12-4d12-8919-c90f5807ef22", "create_time": "1988-04-07T09:08:59.415660", "lists": [ "0adfb68a-6c88-4cad-997a-bafb8a6ee9de", "707651fe-b337-46cd-bf05-fd6fe8b74480", "928ecec6-a920-4e8b-8636-964a58911413" ], "avatar": "http://www.hernandez.com/", "event_id": "647cc1bd-4a27-4376-bb40-d0967901e1d9", "user_data": "kthompson" } }, { "similarity": 0.377793039662866, "face": { "face_id": "7a732377-1e70-441d-a30d-0a52bea3f549", "external_id": "xelxfeBZrduEOYUMBzte", "attribute_id": "a6f3b993-b568-494f-84f7-bd44a2e12c69", "create_time": "2001-07-17T15:34:38.766425", "lists": [ "d3ea2f64-66fe-4026-927e-27b6c4ab12b1", "828959f2-2242-47e4-9f17-181257bf612e", "e3981a99-5458-4281-a770-9881da35904b" ], "avatar": "https://www.erickson.info/", "event_id": "e3a5a8b8-9ef2-44fb-84cf-13ad3fb45b7f", "user_data": "henrydaniel" } }, { "similarity": 0.344561679118216, "face": { "face_id": "0be10829-29f0-48b4-8989-77e9d61cf215", "external_id": "CtYOsozihhfRmyxQIDWe", "attribute_id": "001ffa06-94d8-4702-b0d2-1a33c16a2061", "create_time": "2024-09-10T03:07:46.664770", "lists": [ "7771a9f4-58e3-406a-b6f3-192b18eb2857", "cf1d4d0b-75c0-4f3a-8cb8-bd5609e9cad0", "e3741e50-a423-4c3b-abd9-7e023879bfcf" ], "avatar": "https://www.wagner-hill.com/", "event_id": "c1250e10-b0b9-494a-9f91-b701dc5df292", "user_data": "mmurray" } } ], "list_info": { "list_id": "2bbf0c1e-a9e8-4bb8-8e58-c0df67774297", "user_data": "7879 Powell Motorway" } }
- 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": "699b95eb-a732-4b87-86df-a34d831cd501", "Luna-Request-Id": "ZVOthbVVGryqVYVqVVSf", "events": [ { "samples": [ "7d833977-a7ae-46bf-9b94-63275e03b385", "e3724faf-832a-428a-b256-3264e39f7311", "53228bb8-865d-40fa-b06d-82894112d3b8" ], "attributes": { "url": "http://www.thompson.com/", "attribute_id": "c497f24b-1e60-43d5-aef9-6dfe65d39bca", "score": 0.263150752127428, "basic_attributes": { "age": 93, "gender": 0, "ethnicities": { "estimations": { "asian": 0.54276011106802, "indian": 0.2897179712229, "caucasian": 0.422894179076571, "african": 0.576381006607744 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "142ea024-3983-41f2-99f4-110d6ef1e80a", "7075f1a6-e891-4398-b188-4eecf42573c0", "310b7521-37ad-4fbd-8d97-40c14bf1e393" ] }, "source": "69933 Mcknight Street", "tags": [ "wCPiDvbnkGwvzvKpHsYt", "UwhjWGzfSoCPfeDVclMW", "GkNCSwDJMFJNWQLZcieG" ], "event_id": "89ac226c-bc27-4e46-a2ad-5a89dac11923", "match": [ { "candidates": [ { "similarity": 0.640603232755296, "face": { "face_id": "78b9ff5e-be78-4e04-8606-4b393ecaa9a3", "external_id": "YoOqAgHpmMIikjUqktVr", "attribute_id": "12cd4534-1355-4a4c-8013-7dfe6c3c6ac7", "create_time": "1990-01-25T08:13:54.245651", "lists": [ "a3041eb2-32be-4670-993a-34ddb4f33f8c", "bfa7de01-f44f-4279-a497-d0def759bd9b", "51f18d6e-9060-47e4-95d4-8acba5173cdf" ], "avatar": "https://smith.com/", "event_id": "c7e661e2-aea6-47cc-94e5-b93c8974d2aa", "user_data": "ymorris" } }, { "similarity": 0.3675036139584, "face": { "face_id": "d4eb965c-2e51-4512-b1b5-51d5f6028c11", "external_id": "PBoXnMADwjZGcRfByper", "attribute_id": "6a3a8d55-4d03-4c2c-be4f-bf3bb3b45447", "create_time": "2004-12-16T10:45:39.501797", "lists": [ "92cb01ae-2ea9-467b-a1d3-5f290c7f41e3", "16896137-e555-4786-82a2-f4b6d2f9fe3c", "8dbe96b8-7fcb-43cc-9682-a8bed354c3bd" ], "avatar": "https://reeves.com/", "event_id": "df41bcc9-1a16-4687-9b14-247f567d4839", "user_data": "dsims" } }, { "similarity": 0.589176167226812, "face": { "face_id": "d4752daf-ec42-4521-a51d-859aa000f4f1", "external_id": "daBVWBTJVofiKuiLGnFm", "attribute_id": "2d485c7d-a869-4c15-8f20-9ee355d81122", "create_time": "1976-07-29T14:10:22.621104", "lists": [ "8feb3299-a605-4af2-b711-159264defcd3", "3ad7733e-930d-4e41-a7c0-f803f6829ab4", "261cca6f-6de1-430b-a5ed-eb834348b3d9" ], "avatar": "https://www.reyes-vincent.com/", "event_id": "b46182eb-9658-4abb-b5e9-e2aa2ab9fc90", "user_data": "shannonsharp" } } ], "list_info": { "list_id": "7faa4f12-c4ee-4c74-ab83-1cb762f0ebdc", "user_data": "129 Morgan Plaza Apt. 065" } }, { "candidates": [ { "similarity": 0.563732493407412, "face": { "face_id": "df8d7b09-b602-4cec-a74e-ab27c63fceb9", "external_id": "qUOqAqilmrZpXNwFqnvs", "attribute_id": "42566b60-56c6-4256-8497-3070e0c1d57a", "create_time": "2012-06-13T14:11:17.516848", "lists": [ "385d7d47-3dbe-4330-a08f-5c71fa95d2e5", "0ba01907-c3eb-40f4-a462-33ab1381de8b", "2f24ebcb-8df9-4dba-8223-ef2b8d053443" ], "avatar": "http://dominguez-wright.biz/", "event_id": "55fdcce8-088e-4599-a507-67c9e6265404", "user_data": "nicolas94" } }, { "similarity": 0.211990597748528, "face": { "face_id": "c37d9254-30c9-4b12-a447-bb45c90c98e9", "external_id": "nMAfIcIqmBQSNIVKPjIp", "attribute_id": "7d86c7c0-340e-4134-bcb3-b99b5644094c", "create_time": "1971-09-05T06:49:48.110786", "lists": [ "b1e45983-95c5-44ca-86f7-265f064fd258", "9171121f-79af-4b62-a5d5-c87208d29139", "daae4d8a-9ea5-4381-8ec6-0ede2eb175a5" ], "avatar": "https://www.neal-mann.biz/", "event_id": "632437a2-31f2-4364-ac58-767f4edbc0f4", "user_data": "samuelmoore" } }, { "similarity": 0.536096272834765, "face": { "face_id": "6ce0615b-b3fe-4efe-9e53-03dc5dcdbc8a", "external_id": "mJNbwAYsNnJKNCZOAFIN", "attribute_id": "c4f04939-3d29-4d85-88ca-56209be6b589", "create_time": "2006-06-21T13:48:10.655981", "lists": [ "08064307-8711-4c33-802b-e26b6d976090", "face1552-ebec-46da-98b6-097efdd9025f", "3f4ba302-1d88-4247-87b9-60121a401c5a" ], "avatar": "https://www.stone.com/", "event_id": "e4718bb9-e35f-4f84-8910-32149c9e01cd", "user_data": "svaldez" } } ], "list_info": { "list_id": "4ccdb060-e512-4d7b-9ed3-fba3b2851469", "user_data": "28538 Sosa Vista Suite 986" } }, { "candidates": [ { "similarity": 0.526846364010361, "face": { "face_id": "4ca81e36-a240-484d-8135-6faf3b226ab5", "external_id": "iFyXUZyRgXXuaIZTnzdm", "attribute_id": "d99b52ec-08af-433c-be43-336d54a47839", "create_time": "2014-07-10T17:25:06.088952", "lists": [ "6bfc786d-7b74-487a-8692-e1640c9abc4e", "f1ec7d7a-8d65-410b-9a8a-8d89755950db", "98ae83d7-d09d-41c7-b187-9f0de21964a8" ], "avatar": "https://www.herrera.com/", "event_id": "01aa224b-cad0-47c3-821c-d508d9d256cf", "user_data": "keithlarson" } }, { "similarity": 0.60486082720786, "face": { "face_id": "75e69900-7aea-4d73-8927-555c3b50b28f", "external_id": "fUXNmTpgBpjDRkmXhmlA", "attribute_id": "5b7c1ce9-8e3b-457e-aef5-d80f52e6d84c", "create_time": "1991-07-31T04:08:16.497846", "lists": [ "44bcceb3-6e96-4854-9a8b-304b1983a084", "7c186c28-30fe-43f2-b3d3-743e80d6501b", "30e4f769-611f-48a7-864c-e961b238713d" ], "avatar": "https://burke.com/", "event_id": "6007d57a-01a7-470b-a955-da226daec5cd", "user_data": "gregoryjuan" } }, { "similarity": 0.427306477600545, "face": { "face_id": "4ab5fd97-b1c3-46ee-ae4c-1292f602cb21", "external_id": "uiqMaKKxWhsKqydkddye", "attribute_id": "e175d05b-df3a-424d-be36-8b843aabda73", "create_time": "2010-07-16T16:10:39.866289", "lists": [ "f6963e6c-2cb3-475d-ae86-d9c7114f79aa", "50d56d80-728b-457b-af4d-34e9e21deff8", "3a8aa707-f639-4c84-b868-251bda52f4ae" ], "avatar": "http://www.bell.com/", "event_id": "26fa5810-4464-4071-933b-565f556befbd", "user_data": "meganmassey" } } ], "list_info": { "list_id": "8143b227-9747-47d7-85cd-b969a5c04fbf", "user_data": "18172 Bradley Expressway Suite 911" } } ], "url": "http://hall.com/", "face": { "face_id": "3b9f0fc0-b68d-415e-8809-879963b4b66b", "external_id": "hdcZoIstygewOZBglZLG", "attribute_id": "7d41dbc4-cb5c-4dcb-8820-6e510db2049c", "create_time": "1980-12-08T19:27:23.300005", "lists": [ "bae4ba10-d913-48ec-ad30-cc918cc9c545", "67784466-5d04-4e9f-9d3a-7555c233a32f", "116c85f4-a72d-40fc-838f-bed0f53b46cc" ], "avatar": "https://brown-cross.com/", "event_id": "6ec3f491-e7b1-44f5-bd27-a3de4d3f4eca", "user_data": "samanthareed" }, "detections": [ { "filename": "FICUAlKZUZxKruwuKzHI", "sample": { "url": "http://www.parker-hill.com/", "sample_id": "681e0b59-ade9-460a-96ef-a5a09e5ce4c4", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.960050766323161, "dark": 0.64970379836134, "saturation": 0.924121931311297, "blurriness": 0.823244817358722 }, "rect": { "height": 1118, "width": 9392, "x": 5031, "y": 5207 }, "landmarks5": [ [ 3817, 1015 ], [ 537, 358 ], [ 2481, 9302 ] ], "landmarks68": [ [ 353, 7058 ], [ 8942, 5083 ], [ 9924, 2725 ] ] } } }, { "filename": "OZQyDDEAfVAIDmuHFtzs", "sample": { "url": "http://walsh.com/", "sample_id": "28d2b429-4873-492a-997f-a1ad15c75729", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.713978460112905, "dark": 0.373851307767478, "saturation": 0.358333503893454, "blurriness": 0.11050445084715 }, "rect": { "height": 251, "width": 606, "x": 8247, "y": 6884 }, "landmarks5": [ [ 8592, 2688 ], [ 4177, 3148 ], [ 2385, 8455 ] ], "landmarks68": [ [ 7972, 3408 ], [ 9088, 3065 ], [ 9814, 9716 ] ] } } }, { "filename": "jrDezYhPDtTYXWiWAjOB", "sample": { "url": "http://www.houston.net/", "sample_id": "51db36ea-b5bc-46f7-8c33-275336d8bea8", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.454946721820558, "dark": 0.978708331261591, "saturation": 0.218784051288998, "blurriness": 0.560187733077523 }, "rect": { "height": 4367, "width": 2144, "x": 3711, "y": 1948 }, "landmarks5": [ [ 5597, 3668 ], [ 8369, 9328 ], [ 2098, 8236 ] ], "landmarks68": [ [ 2267, 2233 ], [ 9311, 15 ], [ 9913, 3643 ] ] } } } ] }, { "samples": [ "dc69c6b2-85b1-4573-8d29-e192ce0b733f", 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