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": 0, "gender": 1, "ethnicities": { "estimations": { "asian": 0.834306086178902, "indian": 0.377415475017019, "caucasian": 0.60713253629476, "african": 0.48080218844518 }, "predominant_ethnicity": "african" } }
- 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://miller-thompson.com/", "attribute_id": "cbaf0c0c-4e72-44a9-8981-4a198946c6f1", "score": 0.401688835629664, "basic_attributes": { "age": 31, "gender": 1, "ethnicities": { "estimations": { "asian": 0.740223388494726, "indian": 0.80478857476236, "caucasian": 0.826506579811382, "african": 0.430205477379069 }, "predominant_ethnicity": "indian" } }, "samples": [ "187ebc5b-68a4-4b98-bb05-1b81e6dc7e8e", "d3c83b4c-e4d0-446e-9cbe-4385ee43cb29", "247a9fe8-8e3a-4dc8-a4a6-9a8100678cd0" ] }
- 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": "8cea985a-ea18-4dae-b273-998a8e6cf7c0", "external_id": "boviXMMcVnrVRWpAJhSG", "attribute_id": "0a6cced0-7be0-4599-9267-5a15a3ed2b2e", "create_time": "2018-11-04T09:55:16.619503", "lists": [ "fd37fae4-aae4-446c-a08b-781f2e5757ea", "072ca422-dd72-47c9-9d91-e692fb5523bb", "d5302f5e-3b75-434d-9a6f-e2f02cb22864" ], "avatar": "http://shaw-taylor.info/", "event_id": "a7c992ba-853c-4f3a-8c76-fe3ff1ed6cff", "user_data": "denise58" }
- 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": "7f03849a-84a4-4f00-b275-b5121bffe9d0", "user_data": "3815 Sara Parkways" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.626865492401721, "face": { "face_id": "f9be0ee7-b0e6-4ca2-ac16-cdb2d2101541", "external_id": "ORHhERvbIixlyICwVYxo", "attribute_id": "c2819906-3857-4993-8a7f-e40ce43f00de", "create_time": "1985-10-29T07:58:35.872537", "lists": [ "35329a6b-80f1-49f3-9b94-a86c1bf704db", "c6752ada-f7b2-41e8-9713-3470479a8449", "073418c9-f935-43fe-ad0c-e7292a72dd6a" ], "avatar": "https://colon-martinez.com/", "event_id": "a4e50fe8-3142-4279-80b2-6ab9915b6f51", "user_data": "nbrown" } }
- 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": 0.893657453502484, "face": { "face_id": "c41c2862-a147-4328-96fe-9566e9d86225", "external_id": "DXhfexyvYIaWKuiPfish", "attribute_id": "e89f44c2-fa6e-4d42-a65a-7ee1ee37d6dd", "create_time": "2006-03-03T10:23:53.384377", "lists": [ "22e7afda-0c5e-4958-bafa-041c3a12b5ca", "be4b2276-386b-48e7-9324-561e71b058b5", "b0294cbe-5f8c-42f0-b1e7-a4a91af9f98f" ], "avatar": "https://www.wallace.org/", "event_id": "a094a708-25b0-4f02-abef-f8692a0cfb97", "user_data": "rebecca56" } }, { "similarity": 0.548014375863004, "face": { "face_id": "6d33a7c9-e324-4995-af9d-8db06a2d49fb", "external_id": "YKMEkieDpAWiFIMLJVZm", "attribute_id": "73700778-5c5c-4e06-92d5-99653bb2764f", "create_time": "2012-01-06T00:05:14.258909", "lists": [ "17993274-cde4-43f6-aa91-6eac5029e35e", "b5ce631a-6cb1-46d8-a33f-88b9b43fc287", "7e966eab-fdef-4307-91f6-3518d2054929" ], "avatar": "http://www.parrish.com/", "event_id": "254162ad-7986-4b2b-a304-6b2f22cfcf59", "user_data": "iorr" } }, { "similarity": 0.568756829321855, "face": { "face_id": "9b54fc60-d224-403e-9d44-78b0023ae20e", "external_id": "EWyGZZegYVtjYNPrprHv", "attribute_id": "1a4c188c-77a9-4009-856e-c08188fdf444", "create_time": "2012-07-11T23:22:32.633372", "lists": [ "63becf12-f8f0-4fad-aff2-a9d1aa882bc1", "85ad9b3e-0f2c-4224-9ff7-42d8f2469cf2", "c9f2e5c0-e028-462f-a390-13bc9747bdbd" ], "avatar": "https://www.martin.com/", "event_id": "e6b65b3c-e1d6-4fef-8709-4d07d2ddf41c", "user_data": "shirleyjohnson" } } ], "list_info": { "list_id": "18d22b7b-c9b8-4650-a719-299dea082cca", "user_data": "796 Gonzalez Ferry" } }
- 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": "9b1638c4-6f23-4329-a88a-2928a5e897f3", "Luna-Request-Id": "EtxDTUdgYAeJVBEGenKI", "events": [ { "samples": [ "85ebf655-e6ce-4e32-9c2b-5e564939608c", "6e6973de-2227-46c8-a2cd-93989e458d48", "34775500-3fec-4f89-9d05-61cd14fd4498" ], "attributes": { "url": "http://www.holt.com/", "attribute_id": "f347bcf7-ef96-44d8-beab-d2f4270cc90f", "score": 0.470733614167625, "basic_attributes": { "age": 66, "gender": 1, "ethnicities": { "estimations": { "asian": 0.247799759551821, "indian": 0.67867370284872, "caucasian": 0.67869755711411, "african": 0.105874444361156 }, "predominant_ethnicity": "african" } }, "samples": [ "8f82ccbd-a316-41e3-b50f-ff3020b73061", "35db9706-126c-4a37-bca0-ecc9339ac0f6", "79e483c3-4a69-4ddc-8715-f1afe5100692" ] }, "source": "95767 Smith Tunnel Apt. 277", "tags": [ "WRJZNMJfdyuUVFSyUNTS", "FUnzvZgpoCwmwAvANeMA", "VcwthEEBXzYLrbeANDzF" ], "event_id": "5d976c28-1de1-4889-9650-b40e0e898ab5", "match": [ { "candidates": [ { "similarity": 0.59459138159574, "face": { "face_id": "6f33653f-3e8f-4bbb-9c3a-dc6068768d25", "external_id": "EeeSiCzKJREVPCnveBVQ", "attribute_id": "086a1b9e-cd6a-4c77-84fc-78b39225369c", "create_time": "2024-09-09T09:54:47.941869", "lists": [ "6fbb6524-f150-4acf-afa5-252080e70c92", "753cde87-ab6f-45cc-a77d-bbea8b81445e", "b54e0415-8a73-4bec-886c-ea5c33134652" ], "avatar": "https://lee.biz/", "event_id": "95e25240-04d5-4563-b89a-1ae524f744c8", "user_data": "james60" } }, { "similarity": 0.674054985227768, "face": { "face_id": "f9466220-523b-468f-9482-4b61a6846c14", "external_id": "RgsJSMIiTaxAoAZUvity", "attribute_id": "f8407371-abb2-4e2a-8ee2-a91f70b7a620", "create_time": "2025-03-04T14:51:48.826577", "lists": [ "5961ff1f-1fa6-45e1-b0c7-433041b61b83", "7038b77d-75bc-4e5d-8f1f-6dbee55597cb", "36ac6fb1-f1bf-4cb1-8fc5-43e07235e18f" ], "avatar": "https://fields-campbell.com/", "event_id": "a6d18444-9b7d-4be0-8486-aaaeb3622139", "user_data": "dana27" } }, { "similarity": 0.584546687159579, "face": { "face_id": "09f44564-5e02-4a95-a1d8-a2c4d4adc376", "external_id": "yfuXxEIjPTxjcypTabZu", "attribute_id": "5e36bf37-4943-4363-98b1-d18b36c7be4e", "create_time": "1995-11-30T02:26:22.274713", "lists": [ "53de9585-7636-4121-977b-7f0a07c0f9d3", "b9114b23-f5a6-4f79-bb1f-2a3cf968b02e", "491bee1f-38d2-44cb-8773-ab2a97f6519e" ], "avatar": "https://rodriguez.biz/", "event_id": "da0adb83-3b06-4e19-bf0f-f47a392ed7c2", "user_data": "ksteele" } } ], "list_info": { "list_id": "b4251921-cc8f-40f2-be64-9474f21e4a17", "user_data": "83179 Roberts Vista Apt. 680" } }, { "candidates": [ { "similarity": 0.544219148217415, "face": { "face_id": "a0c26427-f9e2-4372-9514-10bc5d375747", "external_id": "EjDJDSlHHrZqRUYJINde", "attribute_id": "9cc131c2-17ef-40a9-bdd6-a15a09efb950", "create_time": "1978-09-02T06:10:54.429046", "lists": [ "0c3a0c8f-c3b6-4ca4-bc57-3ff3c12c26da", "a9330c10-c909-4d98-9643-bd40b9ef1bee", "6a614a26-d3e4-41c7-a8fa-773eefd39db9" ], "avatar": "https://www.black.org/", "event_id": "df40633a-b32f-4b6c-b600-d11e489929b7", "user_data": "xduran" } }, { "similarity": 0.94386024349087, "face": { "face_id": "0ef68a10-6491-4599-bb37-d5e537ba232c", "external_id": "jzqrLQZrPJcAEVHEaEki", "attribute_id": "f964850f-dcc5-462b-8363-7920cd91f27d", "create_time": "2015-05-10T14:08:37.552632", "lists": [ "ecfd6458-3d1e-4ede-805f-98e50cec1c6a", "669dc24e-870f-40ea-af4b-c6aaebe55bb5", "c2a96f40-5130-4be8-bd9b-02b66e4b6058" ], "avatar": "https://www.henderson.org/", "event_id": "21c29c6c-3a3c-4c34-99b0-331b1d412749", "user_data": "harringtonrebecca" } }, { "similarity": 0.849388914393532, "face": { "face_id": "7405abe5-081a-4bbd-8178-d3a0c77c3ba5", "external_id": "YfWmpAveripQnpewghQB", "attribute_id": "348cc8dd-3733-4b53-af3e-11937dd6b055", "create_time": "2006-07-06T05:33:22.237002", "lists": [ "5390a4ec-7851-4f0b-aa2d-fc5e404f8b67", "29cace42-fb6e-4990-9921-0b113b34761a", "8233487f-8291-44f5-bd62-77842cc14054" ], "avatar": "http://perry.com/", "event_id": "01921418-5762-49fe-b7c6-0ed4c7413632", "user_data": "jonathan87" } } ], "list_info": { "list_id": "ec493c4d-bb4a-4208-b83e-2d7307a3c54c", "user_data": "484 Nicole Unions" } }, { "candidates": [ { "similarity": 0.4617568287805, "face": { "face_id": "2d36e829-d9a3-448a-98e3-cb96db42994b", "external_id": "pByExeBhjbxPZvCWrktI", "attribute_id": "7ae5cf3f-3bcf-437b-8ce7-0dd6801e9ca8", "create_time": "2016-05-25T14:31:30.287529", "lists": [ "03ad2a45-5834-42bc-b3e2-d9f7371615d7", "bb34ccbd-5b1e-434b-8305-5dd1b962c7b8", "b63de4c7-abdf-4eec-8db1-926e317e1c21" ], "avatar": "https://www.elliott.com/", "event_id": "1d254375-8861-4ee6-b956-064a178dbf69", "user_data": "smithbruce" } }, { "similarity": 0.414492302443442, "face": { "face_id": "b98d3aba-3445-4ec7-8612-1d75e927a7ab", "external_id": "DWGumOonlBnaqpTITbxC", "attribute_id": "88821445-2650-4cd5-821d-4a0afef5af6e", "create_time": "2011-12-12T11:27:14.107455", "lists": [ "df51b114-e488-4428-9420-5098154277e6", "9bc1e5e1-6230-4e51-a5a0-12a19e00d991", "a56902ed-9a3d-42c8-811f-2b11784f12eb" ], "avatar": "http://rios.com/", "event_id": "34c919e0-fec9-453a-9ecf-70acbbd88fd9", "user_data": "cruzelizabeth" } }, { "similarity": 0.267091683089791, "face": { "face_id": "e7837e1c-2870-4925-900b-2931a781adbc", "external_id": "xSymudIcSSByZBkRSIWn", "attribute_id": "1f3dd16b-6444-4b95-979d-5e54420398d4", "create_time": "2021-10-02T05:28:01.445312", "lists": [ "a1cddc28-b74b-49cc-9636-8fdc1f7447cf", "ef00e103-65a8-49c4-9686-53d31e0ff10a", "e86d7cef-e9e7-45e4-9a4d-ea20e8cd7a75" ], "avatar": "https://robinson-hansen.com/", "event_id": "fbaade10-2470-45fe-87e4-9810f9bc52e1", "user_data": "mkelly" } } ], "list_info": { "list_id": "4fdcb41c-e16d-4ce8-a33d-fcbc68193f9e", "user_data": "94047 Fisher Circles" } } ], "url": "http://garcia.com/", "face": { "face_id": "f0b85a3a-8c41-49fd-96ad-e04b5fd45bcf", "external_id": "cUQQnNsSwfwflGCRzpCm", "attribute_id": "b82277b0-767d-4d6f-a606-8a9c6c87d2b3", "create_time": "1997-04-09T08:09:22.353965", "lists": [ "6a340a4c-ba9a-416d-95fb-c1ad91c55d37", "e23ece2a-7f6e-4661-9898-f03eebcd8631", "3abba18b-15d3-4acf-b8ec-ef462aea9e19" ], "avatar": "https://sexton-patterson.biz/", "event_id": "114ba095-89f0-4589-b435-cb9ffca493f3", "user_data": "chapmantimothy" }, "detections": [ { "filename": "AwNEUmBMJzvfkVZWrqEB", "sample": { "url": "http://dominguez.org/", "sample_id": "6f47b154-9b00-4346-b5f8-39b649a1d0ab", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.67880808663686, "dark": 0.833692121975299, "saturation": 0.2815579273622, "blurriness": 0.717004884310487 }, "rect": { "height": 1761, "width": 6845, "x": 4952, "y": 7525 }, "landmarks5": [ [ 5321, 783 ], [ 8533, 5471 ], [ 5858, 3639 ] ], "landmarks68": [ [ 1165, 6749 ], [ 6284, 2451 ], [ 5736, 3186 ] ] } } }, { "filename": "jbDMPvyiKEryGaxSdlMW", "sample": { "url": "http://www.nichols-davis.com/", "sample_id": "ef850d25-8349-44cd-9057-38aa966ac52a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.93459501430623, "dark": 0.198546264383078, "saturation": 0.645353995739342, "blurriness": 0.909285940376144 }, "rect": { "height": 911, "width": 3971, "x": 9206, "y": 3202 }, "landmarks5": [ [ 3573, 6139 ], [ 7101, 4616 ], [ 8863, 3503 ] ], "landmarks68": [ [ 3059, 8636 ], [ 1453, 9003 ], [ 5905, 3466 ] ] } } }, { "filename": "YexihNGSgzXvyXrKqHHo", "sample": { "url": "https://www.coleman.com/", "sample_id": "32ec72f5-55a3-4d52-a3e9-54de7ea867da", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.969722792322081, "dark": 0.432273401396591, "saturation": 0.707079117039714, "blurriness": 0.787537836656817 }, "rect": { "height": 1873, "width": 3304, "x": 3065, "y": 5445 }, "landmarks5": [ [ 3134, 7750 ], [ 7283, 9196 ], [ 4516, 8381 ] ], "landmarks68": [ [ 635, 1596 ], [ 6739, 9255 ], [ 664, 3490 ] ] } } } ] }, { "samples": [ "9ed1268b-0084-416d-a5a8-dea9dc3ef446", 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