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": 92, "gender": 0, "ethnicities": { "estimations": { "asian": 0.812518400560477, "indian": 0.997731300956227, "caucasian": 0.434677007743352, "african": 0.80088702861135 }, "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://www.sullivan-foley.com/", "attribute_id": "e20c2275-4f91-498d-81da-9371bd4c98cb", "score": 0.457837394156377, "basic_attributes": { "age": 84, "gender": 0, "ethnicities": { "estimations": { "asian": 0.994180054242414, "indian": 0.321217605308437, "caucasian": 0.734984795668707, "african": 0.621701876174578 }, "predominant_ethnicity": "asian" } }, "samples": [ "42140b99-577d-4fcd-a438-ff1a4d29e133", "2d78887f-4169-409d-8494-75bbb1711e15", "84e6b104-456f-4ed2-bb4a-afb112efddf7" ] }
- 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": "395bc00b-2e4d-49e8-8f0f-ecc23a94ca55", "external_id": "iEhTZMCDFWzDHOFsvRgD", "attribute_id": "eb154ead-899c-4008-9273-eeb57dc5fabd", "create_time": "1998-02-14T14:45:33.109052", "lists": [ "ebfff29b-b737-462e-8e83-6675a8bc6cd3", "b6e6c600-a2fa-4774-9a19-b24a58b4d073", "84f02d1b-9c6f-4dac-bcbc-9f7810cf19c9" ], "avatar": "http://moran.info/", "event_id": "c9ef41cb-f55c-41fb-bde7-c925662267d7", "user_data": "mhaney" }
- 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": "4fd649e1-1d76-4edb-b42b-dbe425f4aaf8", "user_data": "042 Cox Walks Apt. 356" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.57428064565705, "face": { "face_id": "53228b5d-0954-4f26-9ff6-9f787da0911f", "external_id": "UfYakSrAlyvKqsUvtnIQ", "attribute_id": "9e06457e-424e-48ad-af15-31ff78cc8b40", "create_time": "1973-08-21T12:04:17.061160", "lists": [ "191b1271-4f80-4326-a183-fadd4592082b", "aae72c5a-7b58-4312-a092-ffd658678c73", "330e9ce5-c0e9-45ae-93c0-3a2308b1125f" ], "avatar": "http://williams-murray.com/", "event_id": "11df6432-9546-4c95-b264-fb266d9f3e28", "user_data": "drosales" } }
- 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": 0.991142515796487, "face": { "face_id": "145a47c3-d7db-418b-a66e-1b536c39f135", "external_id": "ewedPjgxfDRcCiNAiLgj", "attribute_id": "f6239855-4c4f-4239-820c-a366b74fca86", "create_time": "1980-12-17T00:24:18.245453", "lists": [ "3e524b44-5099-4f13-bd0a-ca501281b9ef", "c63debe4-f2be-40a2-9d83-58b926010a25", "a379a06a-26d4-4700-9e56-9e5e7b79a9ae" ], "avatar": "http://www.prince.biz/", "event_id": "0f4e3d58-8c41-44c3-b052-1a9684bdd1cf", "user_data": "nelsondonald" } }, { "similarity": 0.68284584290273, "face": { "face_id": "76bb267b-f60f-432d-9c1c-c1c5e888c09c", "external_id": "RxIlODBDUQruHkMFNsdx", "attribute_id": "382c5d35-c387-414d-aaea-1d7ef51dde6f", "create_time": "1994-04-10T16:24:10.350042", "lists": [ "0c5d37b9-ea6f-4a96-a1c4-406d030b00e4", "96d7c0bc-98dd-4295-8cb8-6cb7d3e6130c", "8821f46a-10c9-4e3a-98f9-5e15d85e159b" ], "avatar": "http://www.scott-mccall.net/", "event_id": "4c58c2c9-0cfb-4610-90b6-cf443e66a883", "user_data": "kenneth35" } }, { "similarity": 0.532409704166288, "face": { "face_id": "7be1c09b-fda0-41ae-8c72-89eee4036e36", "external_id": "pJNTeNTQPLNtnXeVOfFb", "attribute_id": "a68fe07c-9c52-44de-abd2-4bce9db707db", "create_time": "2008-02-25T09:32:35.750180", "lists": [ "0e704ea1-037b-44de-a453-aef5420a2117", "46786122-e6ef-42ad-846c-90b3b3413457", "f02dc4f6-51c5-424d-9155-1ce1cde909c4" ], "avatar": "https://www.stark.org/", "event_id": "84120e20-2906-473d-bd18-a1129ac3d4a1", "user_data": "dgarrett" } } ], "list_info": { "list_id": "9fe4c546-740e-42c2-9aed-9c01d6f2bf68", "user_data": "2012 Livingston Causeway Apt. 039" } }
- 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": "44b3472b-5584-4c5a-a166-3538a4737ffc", "Luna-Request-Id": "gNEXzYOFBjpibeADcbhI", "events": [ { "samples": [ "45d97190-fb9c-4cdc-8b1d-c47d922b3ff4", "eb547a61-5dce-43a9-8569-81421c948b42", "43d5f40b-51d2-456a-9275-c10b60c4b9a8" ], "attributes": { "url": "http://www.fleming.com/", "attribute_id": "a7f8ff10-c879-4aab-9bf5-6da411d30c90", "score": 0.87540223231481, "basic_attributes": { "age": 50, "gender": 0, "ethnicities": { "estimations": { "asian": 0.16865411099366, "indian": 0.997556806695253, "caucasian": 0.185235991961821, "african": 0.6998995293988 }, "predominant_ethnicity": "indian" } }, "samples": [ "e817a7ec-4f26-499a-a7ba-cf9083abf216", "c0e340a0-974f-4106-a7a1-1350cefdabd8", "d9e47468-a9db-495d-b541-da0259b290c5" ] }, "source": "3682 Simpson Prairie Apt. 860", "tags": [ "bsYYYSVaAYGdIGSynIqx", "lrgOtxZLdEMmTePHLmAv", "EjOHVIHjtrxAyqXTDymZ" ], "event_id": "a79398b1-7f16-4ca5-9dbd-befe8c906abc", "match": [ { "candidates": [ { "similarity": 0.422256914602238, "face": { "face_id": "a74044e6-1678-459d-896f-fcda045c37c3", "external_id": "uGLxiWdLlkKAXemHrfLc", "attribute_id": "cae69b2f-a79f-48a4-8c5e-cd0cadc5419c", "create_time": "1989-09-30T14:23:06.326433", "lists": [ "3a4fc2a9-55a2-4456-9712-efa711389b3f", "013fffd9-f54e-42d1-a93c-ccb55f593fc2", "b9846724-0b24-4d9d-aecb-b2073ec2d196" ], "avatar": "https://www.archer-greene.com/", "event_id": "43ef6e09-d9dd-4272-8c7f-caf3d33def6b", "user_data": "brittanygray" } }, { "similarity": 0.80916163440266, "face": { "face_id": "a4fa2123-1726-4f12-9e38-78abce70d02d", "external_id": "NEzjRTFSTKZLTtHDdGND", "attribute_id": "8041d77e-5636-4718-b36a-c41610683696", "create_time": "1988-06-19T21:09:05.690142", "lists": [ "92517f9a-a1c3-4997-9b22-90763b4d2602", "75b50f0c-e556-4cb3-8e28-7a325550b6db", "7879c034-e22c-48ea-83f3-d3161b278d0b" ], "avatar": "http://www.martinez-price.com/", "event_id": "00618866-5396-4666-b233-225451c76549", "user_data": "davidgarcia" } }, { "similarity": 0.947679774505507, "face": { "face_id": "9e5a5acf-411f-47b5-bd3d-05b99e53f8fb", "external_id": "SAXpXQukSbTYdZzsONoD", "attribute_id": "51a65566-e5f6-42a0-a189-933153c4dca0", "create_time": "1990-05-18T13:47:56.388849", "lists": [ "78670f4f-a52d-418a-8c16-05cf3276a9d3", "69a0741c-b220-42df-8c49-e6b022b35294", "acf1e4b7-d537-443e-9ab5-529597345c5d" ], "avatar": "https://robinson.com/", "event_id": "780598b6-e0a1-4c13-86bf-d69d35e3efe6", "user_data": "wallacejessica" } } ], "list_info": { "list_id": "51dde97e-96a0-4695-b41c-4977f4f85513", "user_data": "9409 Stacie Shoals" } }, { "candidates": [ { "similarity": 0.208406615656174, "face": { "face_id": "e03ad2a6-4698-4d9e-8f94-676d04e3905d", "external_id": "jqCgTvCodbTDzQvdKgLm", "attribute_id": "55e5770d-6ca5-4c3b-89a4-4387cd9a55e4", "create_time": "1977-01-07T04:54:35.863759", "lists": [ "e6d79ce9-ea7a-4f7a-aa18-fa355730fc62", "bbe6abb8-69c2-4db4-8fae-a7cc2e25969c", "258b6ebf-f470-407d-ab27-19a62c1e9351" ], "avatar": "http://www.wood-oconnell.com/", "event_id": "89c58785-3b9e-43c8-ac30-5597ffa83992", "user_data": "jacobcox" } }, { "similarity": 0.159653166278637, "face": { "face_id": "225972e0-39e6-414f-be56-029b50eed91f", "external_id": "IbjZENAnmXFJWCUGJMpn", "attribute_id": "a9302fbe-8071-482d-b626-7604b103f1ed", "create_time": "1996-12-04T01:52:32.157176", "lists": [ "6c3f6113-66a8-4de8-a98e-d94344f8376d", "4702fbd1-fafb-4263-976d-72fdfd5c3263", "3b2c9393-f6d1-4211-ac01-e0f90359fd4e" ], "avatar": "https://www.fernandez.com/", "event_id": "3515a9e7-ece5-45d4-8e88-ef6598add330", "user_data": "bramirez" } }, { "similarity": 0.983462086231163, "face": { "face_id": "b79fb31f-0296-42b4-9578-e0cdbe9db7b2", "external_id": "svuvgJWShXMFFOMzpqaA", "attribute_id": "ca032cc1-85cd-4434-910f-0c6e24d4c1b8", "create_time": "1976-07-04T21:45:31.866521", "lists": [ "078d75ac-877d-43a1-b7ea-ef6338c944d9", "010ad026-7097-418d-b3e3-45222dca8350", "157396ae-0e8f-49d3-b6dd-47ae331e21cd" ], "avatar": "http://white.com/", "event_id": "e889f5bc-0053-4a2a-9082-c00acca0e691", "user_data": "rbailey" } } ], "list_info": { "list_id": "9635f0b3-5f5d-4c12-b736-96049bad7aa5", "user_data": "404 Ho Trace Apt. 641" } }, { "candidates": [ { "similarity": 0.632865531443757, "face": { "face_id": "475a0bcf-775f-4aa2-b1f1-b73a1630af7b", "external_id": "NHsyBwAtuWGnuTIAlEXF", "attribute_id": "c9971a62-3152-4fdb-b2ab-686f258f4ad6", "create_time": "1993-05-01T23:28:06.269541", "lists": [ "4fae26b3-eaa9-428e-bca5-61150c87b2ce", "114b45af-9a3e-44b2-b537-51a38bbbc01a", "3516d4cb-6770-48db-b83d-333d23fde22b" ], "avatar": "https://smith.biz/", "event_id": "60feeebd-9281-4e6f-9ce0-847e3305640f", "user_data": "krista26" } }, { "similarity": 0.704549438669904, "face": { "face_id": "33524e04-acef-469d-99a2-47180e5b9565", "external_id": "ISWOKgWGjveeNvCZOVyl", "attribute_id": "d4806df9-064d-4509-9813-a681400d770f", "create_time": "2023-04-20T07:43:48.636872", "lists": [ "9e3ce896-adea-4b73-bf76-c748a94a0870", "63245231-371d-48be-98c9-7dfd0abfe748", "5d279941-80d4-4a23-a735-696a099ac61e" ], "avatar": "http://banks.com/", "event_id": "557b663a-3ff6-4ffa-8e79-48e04655c58f", "user_data": "nicholas65" } }, { "similarity": 0.725400666406642, "face": { "face_id": "96b0c39c-0c91-4886-a059-e2004703ae3e", "external_id": "scKtebWsNAFihSGHZekV", "attribute_id": "6433ea7a-0442-40e6-85d9-05c20de221b7", "create_time": "1979-01-21T01:44:17.270068", "lists": [ "777dbe3c-5251-4382-8650-7c62b1164fd8", "e3e76dfd-604e-436d-890e-af931b1a541f", "1d5f0359-4605-4d77-ab2b-b7ad91521fde" ], "avatar": "http://wall-frazier.org/", "event_id": "d904ab7a-a074-451f-b0a8-7d4749c51b2d", "user_data": "sancheznicholas" } } ], "list_info": { "list_id": "be65840f-7fe3-41b9-b968-f2237fce0fbc", "user_data": "180 Megan Club" } } ], "url": "https://www.robbins.com/", "face": { "face_id": "9c162430-246c-409c-82ee-69d4b721fe91", "external_id": "TBDOTTsFeefpFyTERYyp", "attribute_id": "c88506f9-2fdd-49b0-ae1b-7e15eb056b68", "create_time": "2020-01-11T05:27:05.295355", "lists": [ "810020f5-a3a7-418f-a6e6-662e535aa630", "3156ce89-858b-4973-b22d-feb01e24f13a", "84bc39d9-6e48-4954-b26f-3ac18614d480" ], "avatar": "https://www.miller.org/", "event_id": "e8e8d5e1-291a-4da6-94c0-7b215cd0d398", "user_data": "hawkinscatherine" }, "detections": [ { "filename": "ZKRdfxWAjbNzyNOcDLDa", "sample": { "url": "https://www.chapman.com/", "sample_id": "4d9dbea0-55bb-4036-bdbd-8106479ccba6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.60092132926073, "dark": 0.467770074828123, "saturation": 0.22105183352457, "blurriness": 0.660226232694603 }, "rect": { "height": 7984, "width": 8857, "x": 8492, "y": 1561 }, "landmarks5": [ [ 1170, 1911 ], [ 6024, 8986 ], [ 1216, 1850 ] ], "landmarks68": [ [ 7754, 2685 ], [ 3454, 9862 ], [ 2285, 6343 ] ] } } }, { "filename": "oIxSIYTIhJxtWTXdyRLn", "sample": { "url": "https://www.dixon-mueller.info/", "sample_id": "4ca5530b-b134-4a90-b5d4-9983d94be893", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.670257147997699, "dark": 0.17314866795588, "saturation": 0.921651755717805, "blurriness": 0.359558123564485 }, "rect": { "height": 9282, "width": 521, "x": 1326, "y": 6925 }, "landmarks5": [ [ 8700, 9728 ], [ 8392, 5711 ], [ 1518, 3964 ] ], "landmarks68": [ [ 9939, 4273 ], [ 994, 6000 ], [ 4697, 2959 ] ] } } }, { "filename": "IMzunGpRiMkgooTNXAYE", "sample": { "url": "http://huffman.com/", "sample_id": "6ee7015d-42c9-41a3-a326-ac7dd509fa3e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.513266398546245, "dark": 0.591134431819964, "saturation": 0.439992829868069, "blurriness": 0.30061595156439 }, "rect": { "height": 4682, "width": 3116, "x": 5846, "y": 6697 }, "landmarks5": [ [ 7535, 8918 ], [ 6068, 9496 ], [ 5469, 710 ] ], "landmarks68": [ [ 8841, 7176 ], [ 3955, 9744 ], [ 9136, 4427 ] ] } } } ] }, { "samples": [ "95801562-173f-41a7-944a-259d118a22c3", 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