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": 94, "gender": 1, "ethnicities": { "estimations": { "asian": 0.123956055070651, "indian": 0.605100715639624, "caucasian": 0.974471775557411, "african": 0.348790681093528 }, "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": "https://nguyen.com/", "attribute_id": "a49c5924-dd2e-4a99-81a2-e4c42017d3af", "score": 0.844060641072493, "basic_attributes": { "age": 64, "gender": 0, "ethnicities": { "estimations": { "asian": 0.513664255223833, "indian": 0.17942660526252, "caucasian": 0.205654948949058, "african": 0.43020840177155 }, "predominant_ethnicity": "asian" } }, "samples": [ "727e9b22-36b2-4083-9792-9eb8c18693e5", "fe7eac7e-b762-442f-b455-d4ba26bb8ba6", "7d55e970-89cf-417c-b0fb-ca26766c5f71" ] }
- 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": "18990a8f-b09f-43fb-9ad3-779950ccbb29", "external_id": "aszYaHFHUmWRSiPKrPRP", "attribute_id": "453165dc-ed11-406d-992a-aa59934706b6", "create_time": "2015-05-08T08:27:31.978597", "lists": [ "1d364921-076a-4630-baea-1e7fd8f02e08", "5d10847b-3f0a-4d73-8c4e-52ff14ca75a6", "b066df02-191e-4925-a0b3-0cc6a622e3e3" ], "avatar": "http://elliott-vaughn.com/", "event_id": "0248b7e6-f2a4-4777-983c-543636d8c29e", "user_data": "victor34" }
- 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": "3433dfeb-a821-4243-9291-02c23eff76b3", "user_data": "7689 Cardenas Junction Suite 079" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.374055470178827, "face": { "face_id": "8cdafded-26e3-4c7d-aa44-dec7e07636bd", "external_id": "dwQzyDJWyZnjMoxOnVMg", "attribute_id": "67ea42b1-e9e7-4dcf-9cab-a71f3af9637c", "create_time": "2015-05-07T06:10:09.771067", "lists": [ "e3523b65-a733-4b45-b8d4-05aa179c4b76", "9077031d-c1ec-47e7-bafa-b007d8bd5129", "0b7c199e-be80-4311-9e01-1970ee81dd72" ], "avatar": "http://george.com/", "event_id": "33a265a4-ec9c-4ef7-9c3d-5f5ed4bf7268", "user_data": "sabrina33" } }
- 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": 0.188635583569825, "face": { "face_id": "4f3ab9e3-12b2-4329-a56f-715258c7b3e3", "external_id": "jfMuJECKWSGlegBbsXGl", "attribute_id": "4c95a33b-8c0a-4c11-a54f-ca0ca70b636f", "create_time": "1979-12-24T13:11:51.534446", "lists": [ "960a10f7-5e76-4d89-bc6c-bd62c342397a", "381aa5cf-644b-48ea-9cde-88ce3cc1cccd", "3526f08f-0e51-49fc-84e9-76fbef13e4fd" ], "avatar": "http://tran.com/", "event_id": "dad6f80b-85b3-4e75-804e-d318ee20877c", "user_data": "brianmendoza" } }, { "similarity": 0.503354348404491, "face": { "face_id": "22a69107-0b1c-43c8-8485-30171a8634fb", "external_id": "VcteIyzDJkTUqkyANsjP", "attribute_id": "0900b1a0-49b3-4510-8434-887f19a4fe41", "create_time": "1974-07-27T10:13:42.180270", "lists": [ "42a663e2-aba1-45d5-ad64-451af1c6ab3f", "7a890bfc-3010-4ec7-9350-f59c08abe5ac", "86e33fae-41af-496a-8b3c-ca953fc37f33" ], "avatar": "https://www.gardner-sawyer.com/", "event_id": "dbdbfeaa-b499-4912-bae1-e93b6dc3862e", "user_data": "lynnrodriguez" } }, { "similarity": 0.761396340909843, "face": { "face_id": "eb45f917-8cc8-4adb-abcf-2cc31312120d", "external_id": "gdfQMSsckywLFDycxzWU", "attribute_id": "ac732d8f-a16f-4907-9937-de10cff4fac6", "create_time": "1989-08-08T18:02:14.440550", "lists": [ "c323a90f-399c-4570-8400-4426689f37c7", "a5e34836-2d36-452e-bb23-771336e3927f", "6cf43521-145d-4c0f-9a9a-c97f9e6fbe90" ], "avatar": "https://guzman.com/", "event_id": "ccb504df-9c53-4c84-a75b-486dd057ef46", "user_data": "kylehancock" } } ], "list_info": { "list_id": "7b160666-cb41-4779-bf66-0948d6cc1c02", "user_data": "27038 Thomas Station" } }
- 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": "3e454fe0-c66d-4194-9284-854ebe5a9281", "Luna-Request-Id": "MLYxLQbTCPGWFIQlpCUV", "events": [ { "samples": [ "1d5ec842-9db5-446b-bd5d-045f015485e2", "1c95027b-02a9-42e9-8af2-13f8ac23382b", "8468390a-c019-477e-8662-09fbc40dfb0f" ], "attributes": { "url": "https://www.crosby-pugh.com/", "attribute_id": "5304512e-d708-4231-bd33-a7616ba720f4", "score": 0.82227821557286, "basic_attributes": { "age": 48, "gender": 1, "ethnicities": { "estimations": { "asian": 0.488034456241854, "indian": 0.75913262973354, "caucasian": 0.25376586590736, "african": 0.957772504761077 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "aa21a531-8ad5-4feb-bb97-0977bd8fb024", "2a8f3d1d-5106-4ce0-b45a-76998bd97c7e", "f7c0dc83-0b4b-4d41-a20d-e46a07928967" ] }, "source": "50935 Johnson Courts", "tags": [ "DdygcaeFhsUdiUaTjXDq", "oSzAsVWsOcxVjxpuCEGk", "CiOYCGEYOicTphPwWHdI" ], "event_id": "b19dee75-106f-431c-970f-619bd7295049", "match": [ { "candidates": [ { "similarity": 0.585605972326703, "face": { "face_id": "213a4f25-79e4-485d-a505-17dab2ffe767", "external_id": "JClTfrdqKWGVHvwIkCZL", "attribute_id": "4b943b84-3a1d-4c39-ba1a-813d8703e75b", "create_time": "1987-04-18T10:20:44.648758", "lists": [ "4b7bbd8b-9d81-402c-9fc5-7100a15918f0", "3411d16c-952c-49ff-bfeb-acad9453b738", "c21046d9-cc0d-4049-8c5f-e6d780cccf2e" ], "avatar": "https://www.mitchell.net/", "event_id": "a1ff3f8f-4264-406e-844a-4d3a25058031", "user_data": "lindaherrera" } }, { "similarity": 0.714594721248057, "face": { "face_id": "959ecd43-2b69-48e2-ac44-be042690602b", "external_id": "MuiDaTCBsumKKzEYPVbi", "attribute_id": "a920ce34-9f47-4b1b-afb7-762689ca7a2a", "create_time": "2005-05-30T02:20:16.575715", "lists": [ "5617f385-6f7d-4fef-8d9f-22f916e91d84", "4373feb9-7e0c-42a0-9cc6-2a35c01c5c78", "f6656997-e143-48a9-b0c7-60bae5c8eaec" ], "avatar": "http://price.com/", "event_id": "733b99b7-3512-4d3f-a8e8-86797f875c56", "user_data": "brent48" } }, { "similarity": 0.550784926668212, "face": { "face_id": "0ea89ae6-2283-49a8-96dd-9cd4e94c43e2", "external_id": "dOZzMVqVKjvzdtaHoyyB", "attribute_id": "5eacd064-4b96-4a7b-b424-258802ae76ea", "create_time": "2021-07-22T22:14:29.997170", "lists": [ "fafac813-43d0-4652-8a2b-39829ef98646", "cdca9256-235e-433a-be23-0fdf524975e4", "397a8e98-61cd-44ca-b38f-6b5de5ad30d1" ], "avatar": "https://www.collins.org/", "event_id": "11c4819b-244e-4000-8af4-27c97d1243fb", "user_data": "danielle81" } } ], "list_info": { "list_id": "6f835751-83c7-4725-ad9d-0595c1d053d5", "user_data": "8179 Kathryn Lakes" } }, { "candidates": [ { "similarity": 0.94344382203142, "face": { "face_id": "28a7fcb9-cf40-42eb-aec7-adc984405fa4", "external_id": "eiYCcKOpLoKjVmVRNRTZ", "attribute_id": "c1695900-bf3d-4f53-91e3-b4d7c5151419", "create_time": "1997-08-27T20:13:48.581672", "lists": [ "972adf46-e9e6-4567-954a-207e6d11d06c", "c5710bea-fef7-473c-9827-e85d5f46c698", "1d1cb8b2-1f20-494d-a4b8-82f65ac7690b" ], "avatar": "http://www.cook.com/", "event_id": "468199c0-7aea-4d28-8314-dfaa98c674b8", "user_data": "brandon67" } }, { "similarity": 0.169472451652013, "face": { "face_id": "d936362a-0592-414a-aa1a-a884921af89e", "external_id": "DxtYNyMqMRGsrvptPJoS", "attribute_id": "0299cf4d-a518-4ff7-bf20-a9550553a951", "create_time": "1997-04-25T13:51:45.260628", "lists": [ "61cb05d4-4135-420b-86ba-8344a604f5b4", "ab6dffce-b791-4f5a-a338-077c0ef29b92", "4c79e9e0-1d21-4e7c-9170-a2bc433589a4" ], "avatar": "https://www.jackson.biz/", "event_id": "922b2966-3e18-43be-a364-05713789bfc2", "user_data": "qholden" } }, { "similarity": 0.115753931017054, "face": { "face_id": "1d7f74b6-106c-4dde-9155-986465d57900", "external_id": "MGbBqHGdDOoDkDSxTOOJ", "attribute_id": "632018f2-b2d3-40de-9214-b241f7a71081", "create_time": "1984-03-20T19:55:58.961736", "lists": [ "43bc64ab-e31d-463c-8971-374fae5c90d5", "2c0583a3-055b-4d69-87ba-62b5060d0a7b", "e9127285-9cd1-40fc-8740-098f9dddf0f6" ], "avatar": "http://www.terrell-johnson.org/", "event_id": "2d42deb0-6d84-4bff-9a9e-c1e08b9f1b9b", "user_data": "duarteparker" } } ], "list_info": { "list_id": "707c61c2-2fe8-4b00-92be-f0db136eb8bb", "user_data": "8856 Anita Mountain" } }, { "candidates": [ { "similarity": 0.274080989221032, "face": { "face_id": "1ffdea87-cee0-4173-a170-d6c7b36e2353", "external_id": "jEzDfLytEllyfSLgxfXW", "attribute_id": "d4374c48-1d86-4b24-800d-e2cfdccf340f", "create_time": "2004-09-24T00:58:30.990933", "lists": [ "24e7467a-52da-448a-9b7c-eb5cb8e2fdc0", "f54deb4c-7fe7-46b0-98fd-bbc5e6e66c5d", "68498224-d49f-4b5b-8e55-a231af6dff9e" ], "avatar": "http://www.jones-miles.biz/", "event_id": "ff580f44-c04c-48c2-8452-88499e3d3323", "user_data": "mcummings" } }, { "similarity": 0.44254505112413, "face": { "face_id": "7fa9cf19-9bbe-4ad7-a48e-2def0a7b6dc7", "external_id": "xssCgYMeMVMFcsigHAcP", "attribute_id": "a8830228-2fdd-4ef9-a936-70ee0d3b8bd5", "create_time": "1978-05-12T15:30:18.124391", "lists": [ "e36add48-7ba2-4ea5-afb6-21fabe9c9494", "ba67ea1b-7857-4340-a764-e8c63d36b800", "daa8bfba-2b93-420a-b580-c3f491efac5a" ], "avatar": "https://alexander.com/", "event_id": "46a365e1-1c44-4c7e-aca5-bdf13873f3cb", "user_data": "lopezdanny" } }, { "similarity": 0.707571493541694, "face": { "face_id": "800aeea9-1123-40a8-b64e-378737628412", "external_id": "OgLZpbtYHtuaParuUedk", "attribute_id": "23d16772-d73b-4ea3-bff0-7bbecaedcb2f", "create_time": "1997-01-26T11:20:04.434427", "lists": [ "5da56c07-e09b-4617-b60b-f8a412e7df46", "d4942234-6af5-475d-b0e3-5a4fe772986e", "9351b918-fbc7-4c39-94e2-6386b890bd36" ], "avatar": "http://dixon.com/", "event_id": "c41ea191-2aeb-4f0a-aa59-4a555c4cdda9", "user_data": "angelacompton" } } ], "list_info": { "list_id": "264f6d9e-e8fd-4a56-9b20-383806e5fb69", "user_data": "8695 Carrie Drive" } } ], "url": "https://lara.net/", "face": { "face_id": "fcf1cb09-1649-413f-8aaf-83c19b937a94", "external_id": "MdqFrgZJCJtAKFVzqjMw", "attribute_id": "98a77284-913b-42d5-ac2a-5225d2b37612", "create_time": "2008-08-01T01:42:21.925602", "lists": [ "8f217189-2790-4cb3-afc2-0a2dc31d5314", "b9e5c320-9a92-4a97-aac7-4809ce76a275", "329192b4-7c21-4d04-81ab-45cf7299b1f6" ], "avatar": "http://valdez-stephens.com/", "event_id": "9f7c8c93-1b7e-4bb6-be2c-ed71880c7090", "user_data": "ashley70" }, "detections": [ { "filename": "awBCLxiDsPyiDsBcgEaq", "sample": { "url": "https://holt.com/", "sample_id": "b08073e1-7faa-4698-9157-5013dd90f9c2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.810646956173761, "dark": 0.86927356781006, "saturation": 0.161773737456245, "blurriness": 0.84305856885081 }, "rect": { "height": 6534, "width": 5812, "x": 8623, "y": 3802 }, "landmarks5": [ [ 399, 5084 ], [ 5932, 5161 ], [ 6221, 8146 ] ], "landmarks68": [ [ 6340, 1484 ], [ 7494, 2499 ], [ 1199, 3685 ] ] } } }, { "filename": "ozYwylNoQHXhoiAbEysk", "sample": { "url": "http://garrison.net/", "sample_id": "2f92af37-3f09-415e-a21e-b3a22564b498", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.583846038806544, "dark": 0.99076265291678, "saturation": 0.566791284150059, "blurriness": 0.753554852470124 }, "rect": { "height": 7567, "width": 7496, "x": 2907, "y": 465 }, "landmarks5": [ [ 4724, 5646 ], [ 732, 3133 ], [ 9957, 4129 ] ], "landmarks68": [ [ 784, 5779 ], [ 8150, 971 ], [ 5630, 9875 ] ] } } }, { "filename": "PUuNVxxhZpaTyeotaIpA", "sample": { "url": "http://www.lopez.com/", "sample_id": "02d2a90e-7c3e-457e-b6fd-600070e27ea9", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.696948442703596, "dark": 0.438866790541969, "saturation": 0.4647723451155, "blurriness": 0.371236010447934 }, "rect": { "height": 3618, "width": 437, "x": 3790, "y": 5894 }, "landmarks5": [ [ 4976, 3242 ], [ 2531, 4422 ], [ 1359, 9331 ] ], "landmarks68": [ [ 4500, 2966 ], [ 5284, 6435 ], [ 5269, 9127 ] ] } } } ] }, { "samples": [ "0f5a98d0-7945-4093-93bf-b0cc582a864d", "bb0ca229-02c4-456f-946e-8e97c3ba031d", 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