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": 49, "gender": 0, "ethnicities": { "estimations": { "asian": 0.441283846636356, "indian": 0.934779010565597, "caucasian": 0.595889944200093, "african": 0.392142080970429 }, "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://garcia.com/", "attribute_id": "d85adcbf-b39c-48d4-9291-b5cbadb89362", "score": 0.974066382883234, "basic_attributes": { "age": 92, "gender": 1, "ethnicities": { "estimations": { "asian": 0.786776867476812, "indian": 0.714300017185379, "caucasian": 0.97514553546032, "african": 0.22948312440226 }, "predominant_ethnicity": "indian" } }, "samples": [ "4095e43c-32fa-4e81-9298-7e57738938d2", "cf628487-60a2-42f7-bf00-bc2c3073cd1b", "c0472c70-7ca8-4877-9604-89354c8607a5" ] }
- 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": "360f8101-6d1b-431e-b137-fecbd7833649", "external_id": "LOYdkxDAaTUOJycSIxBb", "attribute_id": "183f3908-49af-4022-9ded-590c5cd4dda3", "create_time": "1989-01-08T06:09:30.533975", "lists": [ "87a9d781-1d48-40e4-82ee-d3a8a3d5ca52", "96e0e29d-2d24-45bc-97a0-f3de923ae09a", "b6274a05-0958-4af1-9225-2a686e97a8de" ], "avatar": "https://hoffman.com/", "event_id": "e9630cb0-6803-404b-8ccd-f52cf0ef6465", "user_data": "ehill" }
- 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": "2a62d041-bce8-4713-bd27-1fc272f0108a", "user_data": "102 Hicks River" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.314588925745704, "face": { "face_id": "cb7b0bb1-8ed2-4180-9701-8a1367eb5a7d", "external_id": "AFVmNOxYYXXCOdWtECIz", "attribute_id": "98e96f9d-2378-425e-a7f9-4704130947c7", "create_time": "2003-11-20T17:52:27.506920", "lists": [ "00b5bb33-0ec5-421e-92da-d2a2856548ff", "532286fa-7a39-4801-a1e0-ea206b9e7578", "48d3258b-a70b-43f4-a0f1-497de68f4ab1" ], "avatar": "https://www.foster.com/", "event_id": "5ba1e916-9bd8-499c-8bd0-11d4a70edf1d", "user_data": "dbishop" } }
- 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": 0.629529370128083, "face": { "face_id": "00f825e3-8fed-4f8c-88a7-d6706451f84a", "external_id": "klGkEXZVaFcuVQibDcMT", "attribute_id": "26ad74b2-48ab-42b6-8737-8a8b27d05dca", "create_time": "1974-11-28T23:38:15.482509", "lists": [ "9e042128-d115-4708-8e93-a3b51f961f45", "2c4224be-ca9b-4b9d-ae18-0c08d1b7f865", "22836738-35c3-44a2-a9a7-571ade24e6cd" ], "avatar": "https://gilbert-johnson.com/", "event_id": "d955aeef-0752-4430-b5b3-a263a518acf1", "user_data": "robert13" } }, { "similarity": 0.740598021263437, "face": { "face_id": "4721e77e-b3c6-455a-8b2b-f88d65301641", "external_id": "eXBhMlvMEXSLGEKnTtsW", "attribute_id": "e18e7934-df96-426b-9c83-483733043cf9", "create_time": "2003-07-22T11:14:10.456959", "lists": [ "45cb1932-a2d4-4262-9cd6-15b716f523e4", "76b09145-086c-4a98-8091-0f358afc3139", "97bc1240-4031-4fce-bba3-65bea0664dd8" ], "avatar": "https://www.payne-ruiz.com/", "event_id": "58e5e3be-0a9d-4fcb-81ab-09af4c70f6bb", "user_data": "kristenrichard" } }, { "similarity": 0.732769262081139, "face": { "face_id": "8d8c5b26-c42d-4c15-93a8-2c98eb88b0e7", "external_id": "EZMQBgMUQibPgcQymdgq", "attribute_id": "14fa3063-6f5f-42b4-b938-a677719b08e7", "create_time": "2001-04-14T09:10:25.114361", "lists": [ "f6107cbb-f9d7-40e6-af5a-de25d79c1814", "9380a877-d39c-41ae-8543-a9a652f760e9", "2816cb81-e0bd-4567-8a6f-94129ff3e89d" ], "avatar": "https://www.curtis.com/", "event_id": "a59fdc12-d80f-4d37-a9f0-50ba92178da8", "user_data": "ndurham" } } ], "list_info": { "list_id": "f9cca93b-d898-40b6-b739-68a66b9f87df", "user_data": "16285 Christopher Square Apt. 832" } }
- 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": "603c4111-5931-4a44-ad4f-c7e1af5400aa", "Luna-Request-Id": "eyGuNMiBCBcNYlWUHTXY", "events": [ { "samples": [ "81cbc410-5105-4576-b4e3-aef100762299", "4cc49cd5-9e35-4c8f-8619-477901f32155", "10e83e61-9d66-4925-ad52-0d4d8e26496f" ], "attributes": { "url": "http://www.kelly-buchanan.info/", "attribute_id": "eb4fe5e1-4073-4689-98f7-fca339785053", "score": 0.248224212761701, "basic_attributes": { "age": 72, "gender": 0, "ethnicities": { "estimations": { "asian": 0.199271594690895, "indian": 0.841024170974982, "caucasian": 0.191006698027628, "african": 0.733678085685038 }, "predominant_ethnicity": "indian" } }, "samples": [ "5c3b1cdf-57ee-486b-9e78-bbea2b5ab704", "1de3086d-e2d7-4639-b437-492fcdee463b", "7e583913-aa9a-4bb3-84f0-7394e4d42816" ] }, "source": "4195 Carson Cliff Apt. 216", "tags": [ "fnDkKNfisfWYmAvmBOnV", "ajHQHlezsoBrclATpVPf", "bdlgbPyBPFvmiiFJuEYa" ], "event_id": "982be557-f557-4d02-ac5b-f7645ddcac44", "match": [ { "candidates": [ { "similarity": 0.502666610728621, "face": { "face_id": "1f519688-b31c-4daa-8741-6fbd2be2bf29", "external_id": "mFLBobhIsTcIzenlzQTB", "attribute_id": "6aac23b5-dd85-4ac9-9d3f-fb66840e7762", "create_time": "1974-05-22T02:23:30.564629", "lists": [ "d43c6871-bca1-4fb7-a105-2fd7e60457f6", "b99a9571-5cee-40df-918c-8e03cbdf7470", "e499d0bf-b7ee-4d8c-8b00-5f7eee7d3103" ], "avatar": "http://graham-warner.com/", "event_id": "5ea15123-daec-402f-b74a-a4909dc4aad3", "user_data": "timmiller" } }, { "similarity": 0.944193675869824, "face": { "face_id": "be7854db-f5be-4f66-820d-6bf3df7e909e", "external_id": "vXPlIPjWmvPecFclkdhX", "attribute_id": "1c90155a-6615-4028-be68-0144ed66033b", "create_time": "2015-09-06T04:38:28.986561", "lists": [ "8423b0f0-a650-4da1-b8e3-c26688553637", "e4823fcb-c778-4877-8286-f621549b331b", "b63e9b0f-fa48-4e10-b224-f7f142d194dc" ], "avatar": "http://www.simmons.org/", "event_id": "1c960489-1b87-4c36-906f-3ce17eef2b61", "user_data": "jonesashley" } }, { "similarity": 0.997886110146296, "face": { "face_id": "984bdbda-0c19-49fb-a63a-24454fbd6e76", "external_id": "thoONGZRtQqMBKbAHNoj", "attribute_id": "f26a7154-3f29-4a3a-ac23-886419629470", "create_time": "2018-06-03T07:05:07.025074", "lists": [ "cab666ff-56db-4604-9d29-67fef99e61fc", "b6f5e014-afcb-49ce-ac57-782319ec881e", "ed946811-e629-4bd5-97dc-a127e68699b0" ], "avatar": "https://www.clark.com/", "event_id": "e1032a47-394a-47b6-a443-04e80cfdbee8", "user_data": "michaelgilbert" } } ], "list_info": { "list_id": "948e3a27-4d0b-4ff5-9ed3-ea0bc36ff1b4", "user_data": "60608 Holmes Rest" } }, { "candidates": [ { "similarity": 0.835132423152869, "face": { "face_id": "906d20bc-119f-42d9-a8b6-bf0f6d7feab7", "external_id": "prliNoooYdlVXeKElind", "attribute_id": "2cc31846-250f-446a-8caa-91a58c593cfe", "create_time": "2009-05-23T09:26:25.974286", "lists": [ "3b1d3604-d21c-4bed-9dba-0fe9060870b5", "994d5abb-07d7-4659-86ce-fbbdbc333c9f", "7694c750-ebed-4ec9-aa35-209ea77a26c3" ], "avatar": "http://www.hartman-norman.biz/", "event_id": "751f3e70-c88f-4d2a-9049-14bc2712c0bd", "user_data": "bradleyjohn" } }, { "similarity": 0.199246892419258, "face": { "face_id": "7cab41ab-857a-40d7-8d66-21fa20706ae1", "external_id": "SNshlEnReSshAbpFSzCF", "attribute_id": "e433c214-8c35-4a51-a07f-da25008681c4", "create_time": "2017-08-29T07:13:00.514838", "lists": [ "29fe5086-f461-4942-b75a-b1765d5d8b45", "149deff4-9fb6-4749-a6c3-24d19636e395", "16ca9f2d-2576-49fc-a6fa-60df1fa84346" ], "avatar": "https://www.nichols.org/", "event_id": "69910f57-19e9-4126-a280-732d62c08b2a", "user_data": "imarsh" } }, { "similarity": 0.148697915548323, "face": { "face_id": "eac557ce-ae43-49a8-8bde-eecd3a4947c8", "external_id": "xGfycjmtmMmSBPGNTOSd", "attribute_id": "06fa8786-cbd3-48ae-b599-b6f0c0394c52", "create_time": "2011-11-02T20:32:24.198970", "lists": [ "e4e7df71-842b-4e4f-a2eb-fff2bf91422d", "5730c027-0789-456e-a74a-0a205247706a", "d6f3b8c2-db36-4792-b883-bf4c8c773119" ], "avatar": "http://cruz.com/", "event_id": "eba1c4fa-225f-48f6-bd9d-a069a221618e", "user_data": "stevensdonna" } } ], "list_info": { "list_id": "6e1c0828-1fd8-42a3-b9c9-f37497ad7c13", "user_data": "04952 Carla Tunnel Suite 586" } }, { "candidates": [ { "similarity": 0.365192033453811, "face": { "face_id": "01eab3c6-f5e7-4646-b716-cf1076e56a1f", "external_id": "qGPjyMrICSEFsFMocBiN", "attribute_id": "8738774b-0fd3-40fc-93f9-fd28d720bb15", "create_time": "2022-01-01T07:28:41.370193", "lists": [ "a6cbb1fe-e49b-40af-a331-a2efe847bb73", "3df92a82-2080-438f-9e50-93185075812b", "efe3a310-7d0e-4baa-8362-c8901049c802" ], "avatar": "http://www.brooks-gallagher.com/", "event_id": "7a1be076-906a-4245-a66c-e9c7c58fdee7", "user_data": "whitney78" } }, { "similarity": 0.291900514974008, "face": { "face_id": "720dd10d-45c4-4693-b2bc-e1ea44e7146a", "external_id": "EgxHilHmAOOmZCxGQFFY", "attribute_id": "9897552b-6d74-4f08-b086-52d90a13b666", "create_time": "2021-03-10T14:33:41.808677", "lists": [ "fdb2a891-a8ae-495f-9662-58b2455e587a", "a8f83b85-7fc5-4cf8-8cae-9ca7207330e9", "ed30864f-782e-4508-aca1-699392d98c89" ], "avatar": "https://www.thomas-howard.com/", "event_id": "12b89662-af50-4186-b511-5cf0f6925e03", "user_data": "hansenmarvin" } }, { "similarity": 0.478377436465023, "face": { "face_id": "27a25c5e-581c-45e8-ae36-433bd46053d7", "external_id": "BOfoDvxcAmZOFCOlCpFy", "attribute_id": "ada0e125-e443-40c4-a13b-b5d36ae4a748", "create_time": "1991-09-10T02:23:30.259499", "lists": [ "b16e5a81-d31e-474e-aa64-ea0ba885750c", "98d4bb05-b68e-47b2-a227-9223adfc3853", "9e9baedc-0fb3-43fa-a872-fe66c97ca71f" ], "avatar": "https://www.bonilla-diaz.com/", "event_id": "a45ddd20-be1c-4a2a-b877-33fd94a48d9c", "user_data": "alexmitchell" } } ], "list_info": { "list_id": "92ffbbc8-f3d7-45e3-9f8b-7941c8d7b08a", "user_data": "67563 Myers Haven Suite 196" } } ], "url": "http://charles.com/", "face": { "face_id": "ac97adac-6813-4d38-bc6b-f8bd6db36f4f", "external_id": "HwddsproXufhanxCAwyT", "attribute_id": "aa9bbb2a-ab8d-459a-b2b6-3139a52262ac", "create_time": "2017-07-10T10:52:46.620730", "lists": [ "34ffea15-0780-4552-9ffb-ded5555548db", "2ee414a9-e20b-4329-a352-8415819221cf", "fbe6c1f7-5af8-4930-ad81-cef90879c4f2" ], "avatar": "https://www.wall.com/", "event_id": "4cf83562-c1f7-421b-8605-0c8a8f3c74cb", "user_data": "brownaaron" }, "detections": [ { "filename": "neeESdXESXzNlsottiXg", "sample": { "url": "http://wilson-moore.com/", "sample_id": "171ef617-b91a-422d-8de9-512006b930c3", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.597108155365286, "dark": 0.2860413783949, "saturation": 0.91065592007375, "blurriness": 0.187619621197694 }, "rect": { "height": 3644, "width": 3310, "x": 3491, "y": 3823 }, "landmarks5": [ [ 2158, 1850 ], [ 5136, 7004 ], [ 8229, 1957 ] ], "landmarks68": [ [ 251, 7299 ], [ 7291, 3841 ], [ 3922, 8607 ] ] } } }, { "filename": "BoDWZaoGPBvghXxTykSI", "sample": { "url": "https://holder.com/", "sample_id": "65c39886-4c01-4da5-9510-c8a1f7dedcf9", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.11173233764084, "dark": 0.63682594186539, "saturation": 0.177620220251857, "blurriness": 0.243238648734508 }, "rect": { "height": 5852, "width": 3982, "x": 5474, "y": 3918 }, "landmarks5": [ [ 7151, 2463 ], [ 4706, 2438 ], [ 9734, 9895 ] ], "landmarks68": [ [ 784, 5100 ], [ 800, 5156 ], [ 6831, 6595 ] ] } } }, { "filename": "elMluuePyToEVclXKoHo", "sample": { "url": "http://morrison-sanchez.com/", "sample_id": "f6029e41-f71d-447a-81d5-b8c350cad2fe", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.353780250961307, "dark": 0.86935692957476, "saturation": 0.466718409909211, "blurriness": 0.727488579498965 }, "rect": { "height": 200, "width": 6102, "x": 7666, "y": 3488 }, "landmarks5": [ [ 6098, 1933 ], [ 1972, 2788 ], [ 157, 4917 ] ], "landmarks68": [ [ 2910, 9011 ], [ 2111, 6709 ], [ 6760, 4144 ] ] } } } ] }, { "samples": [ 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