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": 69, "gender": 0, "ethnicities": { "estimations": { "asian": 0.419229328891163, "indian": 0.240027460077508, "caucasian": 0.880012686053255, "african": 0.769012803251858 }, "predominant_ethnicity": "indian" } }
- 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://garcia.net/", "attribute_id": "791840fd-a204-4fd2-bb0d-318169e567bf", "score": 0.537612538796137, "basic_attributes": { "age": 84, "gender": 0, "ethnicities": { "estimations": { "asian": 0.692319273649333, "indian": 0.676932244651718, "caucasian": 0.477831406364233, "african": 0.465636337107644 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "4188f801-309a-412c-82f8-f6d7584fd7f2", "10f176ee-4f13-4dbe-ae15-43d7079ab4d1", "cd0ef9aa-8385-4e4a-aec8-60f7a46ffa5b" ] }
- 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": "b2c527b3-c944-4163-b785-1dd05153f25e", "external_id": "ADobWeFhLBvCUHZxcqKT", "attribute_id": "9db7bc19-0d00-4963-9ed7-1e80d2ca4bbf", "create_time": "1990-01-09T22:34:43.764356", "lists": [ "1b045445-f546-4ba4-98fa-ae1d4d977ff8", "dd3afeef-b3ed-443f-b5f4-90c0a098dfcf", "552c42c3-5a4b-488b-b74a-ae49438a7ea5" ], "avatar": "http://pierce.com/", "event_id": "24e22f4e-b5f4-4b8b-b9e5-73285bd1664f", "user_data": "melissamoore" }
- 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": "8e086613-33da-4608-8077-56ed3ab94d79", "user_data": "18566 Catherine Court Apt. 523" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.472083589270933, "face": { "face_id": "8aee3f1d-a79a-4273-b777-bcb9727a74b9", "external_id": "fyRMvXiRbRBGZuXCQYRw", "attribute_id": "5d066f21-40f2-4a15-8ce4-74c6249af20d", "create_time": "1989-12-27T18:26:25.214214", "lists": [ "2315701f-7348-458b-94a4-2d308713e24a", "ac6a5ee5-dfa5-4c19-be57-f670c9c6995a", "5248ffc2-eafb-496c-96ec-d9d4b4ba31b6" ], "avatar": "https://www.garcia-oconnor.com/", "event_id": "4c489ea1-9550-4a58-b18e-3ae975471c18", "user_data": "george37" } }
- 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": 0.515240908902693, "face": { "face_id": "79110266-4a6e-493f-8da9-be982d966506", "external_id": "pLgozrunsIzPPlMfjWHW", "attribute_id": "7f5c481a-b3b3-4ab1-8216-baacdc1442e4", "create_time": "1989-05-05T14:16:48.046509", "lists": [ "1117a036-0629-49ea-929b-92a18caa019a", "a4b5c24b-4472-4a3d-9460-3f4e9aa44c3a", "b490b6f3-0af0-4608-b1e3-b136e3c6c957" ], "avatar": "http://turner-hendrix.com/", "event_id": "12cabc6c-a222-414f-90f5-7c30c1b833d0", "user_data": "uramirez" } }, { "similarity": 0.318404502406452, "face": { "face_id": "05a60880-3401-435c-9f9f-f76938ac6bdb", "external_id": "OmJMkaOIEHuUAgrrfpFL", "attribute_id": "7f4c7302-79a3-4e22-ad0a-5b12ff2ca5a6", "create_time": "2013-10-09T21:29:00.361211", "lists": [ "45946f09-e9bf-47ed-a60d-964b2bd9bfca", "c1f3d3f6-db82-4828-b53a-5726c64425c2", "ac9c9460-53be-48ec-bc59-32d1e08b1f54" ], "avatar": "http://black-herring.com/", "event_id": "1c48e7e3-6f24-41aa-af85-a3032eb7c8a1", "user_data": "misty59" } }, { "similarity": 0.701031478385563, "face": { "face_id": "0ac1db6a-2523-4a08-b0c5-986420247f7c", "external_id": "zURnIFMBQsdkkSdTkDIT", "attribute_id": "ca30f1e1-34fd-48fb-859c-da348f2c992c", "create_time": "2002-01-20T22:56:33.042084", "lists": [ "ca30d195-ec52-4dc2-b360-d0643292e279", "44c79135-1c71-4a00-b519-502d5a4bdedb", "592ef8c0-899e-4e2b-be40-65e3843d8916" ], "avatar": "https://www.brown.org/", "event_id": "e062f80a-84c9-417c-8c7f-d8d5068e5095", "user_data": "john67" } } ], "list_info": { "list_id": "dc303c08-fe91-4ccf-b0dd-76976c289df0", "user_data": "598 Burgess Mission" } }
- 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": "b1c93b2d-a4af-46e1-8b65-77bd2b09d27b", "Luna-Request-Id": "vGuRFIWNpARGgRGEUrPt", "events": [ { "samples": [ "beff1a26-5680-464c-995e-d03a5515f69a", "ee5a2ff8-394a-4dbd-ba42-5dfddec9029c", "362d0a89-464c-44fe-8fdf-813f012edf84" ], "attributes": { "url": "http://grant-hernandez.org/", "attribute_id": "1e4f257d-a175-4ccc-82c4-49086d0aa508", "score": 0.38731902535737, "basic_attributes": { "age": 41, "gender": 1, "ethnicities": { "estimations": { "asian": 0.73243377182437, "indian": 0.493203380005148, "caucasian": 0.654382950785059, "african": 0.143637187673089 }, "predominant_ethnicity": "asian" } }, "samples": [ "d0a3ee10-4247-472f-ba34-d59e624295c6", "5a63682c-cef9-459d-8acd-e86973a2cccc", "5f138ee7-2c92-40a6-a3c4-98a7c44f006b" ] }, "source": "41806 Caitlin View", "tags": [ "KLMFmibSsbKvXsrCayyg", "vpITZfOhNSAGpOrSFiue", "KjhLlDdXZyewmUthwGqY" ], "event_id": "c8327c3c-20ec-4de4-a8ea-9801cb85a7ce", "match": [ { "candidates": [ { "similarity": 0.826138458188387, "face": { "face_id": "a04e3f64-0992-4ffa-bbb3-8928c08818f4", "external_id": "SztbXsOqDvBpUsTohSwu", "attribute_id": "d25025a0-2188-4997-b1d5-f731d8f8310f", "create_time": "1999-03-07T04:21:38.342505", "lists": [ "5632f11e-4574-48bc-9122-87c438f245e5", "414705ca-2a9b-4ecc-8f7b-13f780a58036", "07b489d4-5ecc-4d2b-a162-2a18211bb94d" ], "avatar": "https://www.huffman.com/", "event_id": "c5fd0167-b7df-402d-88c1-9885e3886ccf", "user_data": "sarah38" } }, { "similarity": 0.464426477903938, "face": { "face_id": "907c88f9-e6d0-4d25-8d43-2f4ef8c48c99", "external_id": "PDBXvKaUmsbRVQEqKgiZ", "attribute_id": "64d0a8d2-12aa-402c-9dfc-cc9d6e991cbc", "create_time": "2016-12-15T19:19:24.287340", "lists": [ "ac5a42f4-0467-45e9-8b2a-f6e01cdd37dc", "46d5f314-9430-4b29-ad6f-f9a258df33f4", "791c1ae4-1fd7-4b0e-9c8d-5c27ba082ff4" ], "avatar": "http://ruiz.com/", "event_id": "4aab6525-0f7f-47d2-b3d8-f0d07272eba2", "user_data": "thomas06" } }, { "similarity": 0.122709465262158, "face": { "face_id": "c03ff2b3-1c4c-4018-be2c-48128e9c865b", "external_id": "YEukNroFvFHGHqiJAsMF", "attribute_id": "c11014af-6a4f-4b00-bc58-8c53de0aacaf", "create_time": "2004-09-11T06:37:54.690623", "lists": [ "c0aead3d-17c8-46d5-99f9-c554a990935a", "af10213a-58de-4e5c-9544-f54fce1d7ef4", "d8b6f09a-b210-4924-a113-3e823916d6b6" ], "avatar": "https://www.meadows.com/", "event_id": "4e26bf08-11b5-405f-bf6a-687316257844", "user_data": "santananancy" } } ], "list_info": { "list_id": "3905a765-af44-4f42-bf8a-42cf7ec9286d", "user_data": "4166 Andrea Canyon" } }, { "candidates": [ { "similarity": 0.345370292999231, "face": { "face_id": "d8819fba-cb8c-467b-aa13-35ae78fb7a16", "external_id": "uOuXmFbtmFSswHpxhfHh", "attribute_id": "08514b7b-475c-419a-9987-d212a2f5bba9", "create_time": "1993-06-09T06:33:01.477195", "lists": [ "e1902055-aa0b-46ea-96bd-acca119b9b8b", "11b6a46d-b0d0-4a0b-b53d-471ea40d1c90", "f4e4c36a-db92-4b44-8d51-9c18e13e3db0" ], "avatar": "http://george.org/", "event_id": "98872c71-79c8-42fb-9fc9-a3c3d5279398", "user_data": "erichouston" } }, { "similarity": 0.85560942774676, "face": { "face_id": "5fd4a423-d1fb-434a-99bd-62c5a62caba7", "external_id": "SpILTpdhKyMDRAFRtuDO", "attribute_id": "45ae48c8-af84-4917-aa85-1f7f031741d7", "create_time": "1988-04-21T07:02:10.446627", "lists": [ "6cb77340-455e-4056-b129-e80d9dec3394", "7ba8ac92-00f2-4be7-b0e1-d99a9146d3a9", "ab9265cc-7c4a-433b-8a97-3032e51be462" ], "avatar": "http://parker-hampton.com/", "event_id": "1ef7d08b-8d47-49cb-a619-3d803a78ea1f", "user_data": "mmartin" } }, { "similarity": 0.415110225682749, "face": { "face_id": "415f79e6-ac14-42f3-9960-2da7dac861b3", "external_id": "FojOKaXQVpjJcQtaTfLL", "attribute_id": "f66fd7af-8ac5-4069-ba29-2290ef682eb9", "create_time": "2009-08-12T02:04:53.820605", "lists": [ "c7e646ee-29d2-4632-ba33-ccba1f11602c", "d8c6864f-fd02-45eb-aa25-0a25312abde6", "fdd232e1-6854-4828-97ea-042b6ff27805" ], "avatar": "http://www.davis.com/", "event_id": "be5abaa1-f5e2-42bf-b407-85031858221b", "user_data": "gcontreras" } } ], "list_info": { "list_id": "a2e84ff3-b339-4169-824d-374001d8bfce", "user_data": "904 Rodriguez Oval Suite 840" } }, { "candidates": [ { "similarity": 0.16744563935232, "face": { "face_id": "e054c54a-66fd-47ce-a9e7-d3618ab9cc2a", "external_id": "RZyAaGljlDCUMzhvaDeu", "attribute_id": "4c61529b-4abf-4bdb-89ac-0d9886cc6db2", "create_time": "2007-02-06T11:49:29.673240", "lists": [ "a43df1e5-bc00-494d-a503-233a19b04844", "37f58d20-9358-4715-b892-4d740259fae2", "a0267526-9f62-40d0-9bc2-544d95c600a2" ], "avatar": "http://www.allen-young.com/", "event_id": "ac10382b-9810-437e-959c-a94ce2571f79", "user_data": "nicole47" } }, { "similarity": 0.7971678005954, "face": { "face_id": "3e4d4c2c-9cc7-434f-a2d3-0bd2efb94b2c", "external_id": "lRgYahrDDwVavbuVVRCN", "attribute_id": "26482930-04ed-4904-867b-28a11a64edca", "create_time": "1976-04-01T22:16:37.597286", "lists": [ "4990261d-32cd-4751-a503-78d96f6a12f9", "f87fd58f-5639-4b8f-9230-d2f3373c0c9b", "3b9be342-6f01-4b41-90d8-9624c1534f2e" ], "avatar": "https://james.com/", "event_id": "8c18bfc2-27d8-4c51-88d1-fd1ae01e0c6f", "user_data": "debbiemcintyre" } }, { "similarity": 0.609120883496612, "face": { "face_id": "04191bf9-835f-43c5-9942-aa3b4ef9c0a1", "external_id": "IaWmovgDXgiYOBIceSdp", "attribute_id": "53d85cff-ece3-467f-be1f-a18fc9ac0f58", "create_time": "1993-10-12T06:12:02.363890", "lists": [ "bdbc7c41-6fad-453f-80f1-2947fbc53fc1", "d64bf8fe-0bef-4f16-a03d-a1b3a9eba25a", "8cc64e35-bc3e-4836-8935-57c01eced49e" ], "avatar": "https://garcia-jackson.info/", "event_id": "b4756434-f1a9-42a3-b342-7be6bb85c76d", "user_data": "tyrone59" } } ], "list_info": { "list_id": "60f59592-d8a3-4ebe-9013-f79f7d7751b1", "user_data": "9065 Jones Turnpike" } } ], "url": "https://www.cameron.com/", "face": { "face_id": "057fc9a4-a9ba-4da4-bf0a-44a09b14b044", "external_id": "lEFPbHDFijbrOObxqHdn", "attribute_id": "27dca225-8440-46d5-9b9e-c16b12904570", "create_time": "1971-03-23T04:08:28.553722", "lists": [ "80b76799-9bfb-40b8-99e6-4682ba3c35cd", "b38481a9-cdbf-4401-9138-30f986aa1c2d", "72b5b796-21ab-4853-a555-dcf7c61d09a5" ], "avatar": "https://johnson.com/", "event_id": "e18313d7-3bbd-4154-88df-b644db29cd7d", "user_data": "stephen84" }, "detections": [ { "filename": "cNIZUZxFizEmxdydQhSY", "sample": { "url": "http://tucker-evans.org/", "sample_id": "64031f2f-169a-47fe-8e34-83a107a7f6cd", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.660104224914714, "dark": 0.858177479941641, "saturation": 0.21207194661223, "blurriness": 0.69259979458764 }, "rect": { "height": 1207, "width": 9692, "x": 5951, "y": 6608 }, "landmarks5": [ [ 7808, 5212 ], [ 4914, 7795 ], [ 5903, 9451 ] ], "landmarks68": [ [ 468, 8365 ], [ 7183, 2730 ], [ 1489, 1991 ] ] } } }, { "filename": "cQjIQIrOphmauwagLgRP", "sample": { "url": "http://white-johnson.org/", "sample_id": "a82cdcb7-18b7-4f27-a743-1a80a07d7374", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.284024582740595, "dark": 0.51935164798921, "saturation": 0.595159129492821, "blurriness": 0.613543836203415 }, "rect": { "height": 7327, "width": 8542, "x": 497, "y": 8794 }, "landmarks5": [ [ 6879, 8626 ], [ 4762, 7068 ], [ 8789, 9350 ] ], "landmarks68": [ [ 1181, 6164 ], [ 3865, 28 ], [ 4564, 2915 ] ] } } }, { "filename": "PoJUfyoFeVYqkxYzyGXb", "sample": { "url": "http://www.crawford-gordon.com/", "sample_id": "1b6022cf-5d73-4472-b98d-f425e5f087e6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.369824915340344, "dark": 0.307680600182157, "saturation": 0.196775507093317, "blurriness": 0.573154816863814 }, "rect": { "height": 8618, "width": 6788, "x": 1742, "y": 7312 }, "landmarks5": [ [ 5803, 2724 ], [ 8904, 1855 ], [ 578, 8852 ] ], "landmarks68": [ [ 2708, 4692 ], [ 2715, 6669 ], [ 9536, 4467 ] ] } } } ] }, { "samples": [ "f89d04e9-2c67-4fae-ab31-3a679bc65a27", 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