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": 54, "gender": 1, "ethnicities": { "estimations": { "asian": 0.296539775350333, "indian": 0.905585271175982, "caucasian": 0.57937745738225, "african": 0.376557170767999 }, "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": "http://www.peterson-vasquez.com/", "attribute_id": "987ea751-769d-40a9-872b-65aa1a2b1daf", "score": 0.775192889740964, "basic_attributes": { "age": 93, "gender": 0, "ethnicities": { "estimations": { "asian": 0.371542770904828, "indian": 0.538760583982499, "caucasian": 0.844490034400328, "african": 0.978279139723727 }, "predominant_ethnicity": "asian" } }, "samples": [ "8910d1a5-b95d-4213-9de1-5b9ba07003f1", "2a4cf8e9-5134-43ab-8f0d-f3a10cc9ff87", "d5def323-8240-451c-9728-40475e2dc353" ] }
- 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": "2069fa63-1f3b-4a45-8fb6-0f83d2d57b06", "external_id": "urykWNaAFWPuLACVkZCz", "attribute_id": "6e40eed2-549c-4ff5-971a-87acdf880178", "create_time": "1999-11-15T18:55:44.750793", "lists": [ "6c7c159a-aacb-48f4-82c4-db3b648df4aa", "2ed6dcc3-f070-4f6a-9991-cf85776d44b5", "17ea1bd0-9a2f-4eb4-b083-bac3d832a2c4" ], "avatar": "https://johnston.com/", "event_id": "1d39bb96-9adc-418f-a3ae-61c9ee0882d0", "user_data": "christopher70" }
- 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": "188284d9-a1a5-46eb-a74b-180a60049c53", "user_data": "833 Marks Ville Apt. 390" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.477960693792605, "face": { "face_id": "fbb83bff-3142-4a77-82c4-b284bcd54c63", "external_id": "KBdjLSkvSfNzFLmBufuV", "attribute_id": "b2e09b6a-fa03-4a53-9f04-b094e68f71ab", "create_time": "2000-07-07T12:45:16.599885", "lists": [ "6ae1f8b3-8e34-4597-9f71-13fa4f93ff2f", "25850f9d-bf36-4f57-9f67-86a11479fd61", "3239b249-f2c8-40b8-837a-a4ce90bb56e1" ], "avatar": "https://www.howard-brady.com/", "event_id": "0cdbfb65-dc0f-40ea-a9a8-7ab839ceb6b8", "user_data": "dixonjennifer" } }
- 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": 0.551170260667502, "face": { "face_id": "99241776-22c2-4c2c-9a56-46d2db00d3a7", "external_id": "dqfqvzuKJqRSEqIJHfax", "attribute_id": "75d5704b-4420-4899-9859-a509221d5941", "create_time": "2002-03-06T18:35:16.528975", "lists": [ "1825a766-17a1-4813-9283-1037d8468519", "f3d783dd-7871-4969-9fd0-0a65bb36ec8f", "d10e4648-ba5e-41b5-a930-b4f015492f64" ], "avatar": "https://massey.com/", "event_id": "49c0fb4e-3d52-4e0d-a789-c1dc6792417a", "user_data": "brownveronica" } }, { "similarity": 0.367395883178699, "face": { "face_id": "b90768cb-900a-44af-890f-77efd9eae42d", "external_id": "equFsxhKhjBYBErplKfD", "attribute_id": "81c88428-ade2-47b6-a6d2-ced3ad726718", "create_time": "1979-07-16T06:07:22.473760", "lists": [ "e1a83024-f986-4aa1-a840-9804d13da8b6", "733e0be3-1702-410a-b088-0d078c5366df", "ae8242a1-4d72-4652-864f-79903b7217a5" ], "avatar": "http://valentine-vasquez.com/", "event_id": "02f66eeb-3191-41a8-8662-f0ed08805f17", "user_data": "brianbell" } }, { "similarity": 0.296327813034459, "face": { "face_id": "11a14e04-afcf-43a7-8afb-9524b0878a05", "external_id": "PMQuSrAWOARIfFjdrqcC", "attribute_id": "26f5fdeb-d3cc-42c8-95e3-31f54a0ad553", "create_time": "1970-08-30T23:31:21.667163", "lists": [ "e49de4e8-abef-43b5-9714-10d685cceaa4", "d6316858-66ce-4ff0-a62d-be603fa51b9b", "0705e644-f074-4436-81c5-0c6ac79eacbb" ], "avatar": "https://www.bennett.org/", "event_id": "2c5f3761-e29c-4bed-9a67-be13e926c4ac", "user_data": "cmatthews" } } ], "list_info": { "list_id": "c257f982-5f4b-4f30-a94a-b8b01ce1418a", "user_data": "262 Brooke Hollow Apt. 166" } }
- 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": "e132a264-2d2b-4e7b-ade9-25d1ecd4344e", "Luna-Request-Id": "fvzuRFkbLveKCJrQyBWn", "events": [ { "samples": [ "267e55b8-20bd-4016-9e6b-17aa6b3bbf3c", "992d8dea-771f-4b1c-b613-dbaa5978b360", "15369c71-b179-478d-b584-4e35d5df05de" ], "attributes": { "url": "https://freeman.com/", "attribute_id": "63b66f5d-c639-4939-98cc-ab4a5d9c0c47", "score": 0.366048768414076, "basic_attributes": { "age": 62, "gender": 0, "ethnicities": { "estimations": { "asian": 0.903539112497314, "indian": 0.304341723616599, "caucasian": 0.946527467974786, "african": 0.80909610333865 }, "predominant_ethnicity": "asian" } }, "samples": [ "3c14a759-839b-45ea-b772-5a2d162d04df", "2df481f1-a2c1-4152-b8b1-12533d96d1d1", "e9ecf038-c994-4455-a157-6dce93563bff" ] }, "source": "88915 Kevin Station Suite 980", "tags": [ "aUckFRPkuyfskFJWHqMn", "EPEldQlcfgHSAXYRjgov", "hQEMDmfmtWwXgAbVvBiz" ], "event_id": "523ef284-a863-42bb-9b4e-634a1569973d", "match": [ { "candidates": [ { "similarity": 0.16800475529236, "face": { "face_id": "bafcbf87-6e44-49e2-b56d-f7aa73e3eed4", "external_id": "cfwUFVgDepwvkdUoIcZY", "attribute_id": "7bd06ea2-867d-4d92-84bd-929259ff2e9b", "create_time": "1992-03-20T02:24:37.528567", "lists": [ "e165aa1f-aa84-4d50-87c6-6d714ebe78e1", "9a74f499-99e9-42e5-93ab-354d2a8db4d6", "99d5a237-3e2e-4840-b3b1-33f8a139ccb7" ], "avatar": "http://hodges.com/", "event_id": "c2655501-ba8a-42ad-9d84-36adba9d9df3", "user_data": "vjackson" } }, { "similarity": 0.708681537005688, "face": { "face_id": "c0bfbfc5-efd9-4414-9ba9-08df83d7f1cf", "external_id": "XawneGoeajkFIoFiCIvH", "attribute_id": "b2fbcd75-b9fc-4fae-b1ce-e03c4560cfa4", "create_time": "1972-04-24T04:29:44.675618", "lists": [ "c049bb0b-8b80-4276-b351-6269e2148d79", "a8466517-4cea-4e60-b13a-4c85cb451155", "567813c6-4522-4975-812e-97c2331ece74" ], "avatar": "https://colon.biz/", "event_id": "463cc1b9-15ae-4bdc-87c2-77c5306a5e06", "user_data": "julie65" } }, { "similarity": 0.895680921843481, "face": { "face_id": "9910f6b1-b745-4366-bcd9-6b1480f88c09", "external_id": "jsBEvRgwVkETPBIMixRl", "attribute_id": "f589cdb0-d761-4fa3-b74d-75ea06889616", "create_time": "2012-01-12T20:39:36.137081", "lists": [ "5170988f-1d60-435b-ac17-f1fee3343193", "a42326eb-b808-4990-91c3-99a195188e41", "71602c2b-cdff-4ba2-9867-c7847f6f85f5" ], "avatar": "http://hunt.com/", "event_id": "7b2d057d-8b30-4d71-bd26-7bca59659e8b", "user_data": "christian24" } } ], "list_info": { "list_id": "289271a7-551f-4bcb-a8f9-7c3c1a684459", "user_data": "8959 Daniel Parkways" } }, { "candidates": [ { "similarity": 0.37719624867298, "face": { "face_id": "bd55e656-8953-4877-b80d-91052e305b30", "external_id": "GDltZvpJsiNoBYNVBeDP", "attribute_id": "e390c901-036b-47c9-8517-3ec270cdc859", "create_time": "2009-12-12T18:53:06.686093", "lists": [ "bb1ccd57-133a-4753-b5b6-fa008863b701", "ae1fd9fc-aec1-4d8d-85d2-eeffbde97249", "71492736-0fae-4bf5-86b0-f1c1a37af507" ], "avatar": "http://www.jackson.com/", "event_id": "bf43030b-a769-4943-8d65-f14f2d371d9f", "user_data": "april26" } }, { "similarity": 0.691502092715443, "face": { "face_id": "ba9fac00-31bd-43d3-aecd-007fc14609cc", "external_id": "jtIrTrXGHdbpGfMuWYeo", "attribute_id": "ee8f506e-d79f-4ba6-820e-c94aa5135d1a", "create_time": "2016-07-19T06:41:54.363932", "lists": [ "0b4743d7-f568-4ca5-b37a-3f561d933192", "2b51f2d2-84de-4834-a557-1b7a5522cab0", "132af461-2c7a-494e-aa59-1ed50630a68f" ], "avatar": "https://www.cooper.com/", "event_id": "6b0900a1-253a-4a9d-a154-fd976781e081", "user_data": "vincentmendez" } }, { "similarity": 0.621544960737276, "face": { "face_id": "73d600eb-9eb9-4dfe-bb60-819f7198973c", "external_id": "EfmLARQBFxMFcjgRbEzA", "attribute_id": "a0f361ea-fbd6-4f2e-b0ae-3c5b7687a67e", "create_time": "1999-06-07T13:46:09.478894", "lists": [ "d5ce7a37-1700-4dee-9140-e4b4a89bdeb2", "09f9735d-4b56-474c-be40-25ad1c445a50", "20c69a7c-3de6-4258-ad4e-6658b5e0f7d7" ], "avatar": "http://smith.com/", "event_id": "aca02206-f6bb-45d9-98c8-738a369caf4d", "user_data": "karenhuang" } } ], "list_info": { "list_id": "531382f4-c6e3-4cff-b445-c4e3224181e8", "user_data": "787 Love Extensions" } }, { "candidates": [ { "similarity": 0.883289226436299, "face": { "face_id": "f66db28c-fa7f-4b5c-b1ce-4bd6d58fec4b", "external_id": "lCcdZGhqWsUOgbnNUBpu", "attribute_id": "5bc55e9b-d48e-41d7-bf61-822e1fc39bb0", "create_time": "2011-07-04T14:07:30.203745", "lists": [ "8826c277-bec7-4ce4-9103-81299899342d", "342a37f3-91c4-4218-914a-e41fb0df7c85", "a8195053-da21-4978-9fc1-d43dfc5d4b25" ], "avatar": "https://www.oconnor.com/", "event_id": "d54b21c4-284f-4f7a-91d9-4ac81ac6b0ee", "user_data": "laurafranklin" } }, { "similarity": 0.924280053406539, "face": { "face_id": "66e4aacd-4b32-4c20-8722-e7cc4c0aa21f", "external_id": "uRzJUnZhgdSedRKkzbXj", "attribute_id": "1cbb4834-cdb2-440b-87c4-f9763dbabfdf", "create_time": "2023-11-20T03:18:07.869139", "lists": [ "58acdbc2-0a86-480f-a4fe-bc56f7b8d7d5", "1efa4e9a-4c4e-4f13-9c47-a23fb5927cd8", "c4cff40b-dd18-4061-a2b1-d4e6bffa4810" ], "avatar": "https://www.sandoval-montgomery.org/", "event_id": "0b988247-7dd6-4808-90f2-45ef05fbf0e8", "user_data": "thomasscott" } }, { "similarity": 0.998679788128179, "face": { "face_id": "76cc5585-a948-4173-b4aa-310c93518ca3", "external_id": "nJmUaZqXvIXfyZBgqJKa", "attribute_id": "71099e9a-d82d-4bf6-8e73-a26c104f4b34", "create_time": "2009-05-05T00:57:10.028550", "lists": [ "f61a2c24-043d-4e81-9ee2-f79cd79eebcb", "be2acaee-1e1b-4974-836d-ce7ad0fd331a", "18b26b8b-7470-4fcb-bc3b-05f14c7c6cee" ], "avatar": "https://www.booth.net/", "event_id": "b1da0f62-3857-4e5a-9fb7-838fd13d60a6", "user_data": "colejason" } } ], "list_info": { "list_id": "87e82eef-b128-4812-a959-83cca6f9e9d5", "user_data": "913 Joseph Islands" } } ], "url": "http://davies.org/", "face": { "face_id": "501f069c-56b3-4bce-b2c8-45a0cf77e717", "external_id": "RnpoUEFcvatSeYtlPSRT", "attribute_id": "46604ad4-6a69-46fd-ba11-e87a976250eb", "create_time": "1990-09-08T06:03:48.061540", "lists": [ "bf25bf2d-6c8d-4431-9663-0049bbbe1bde", "bd0811a6-a05b-4e08-85f4-a3fa1fdc85e5", "1f1185e4-a234-4b3a-a627-7bf779db5457" ], "avatar": "https://taylor.com/", "event_id": "4f2a3b7f-91a6-4da6-b898-f3c731d00666", "user_data": "huynhemily" }, "detections": [ { "filename": "aLcHQpgutlNntZYaRlxK", "sample": { "url": "http://www.diaz-simmons.com/", "sample_id": "2bc962df-f456-4d6f-a382-a2ad681a6932", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.478249566551864, "dark": 0.83110781417431, "saturation": 0.857348991390366, "blurriness": 0.234262877436953 }, "rect": { "height": 2156, "width": 5802, "x": 8518, "y": 2504 }, "landmarks5": [ [ 994, 1410 ], [ 8928, 1663 ], [ 6034, 9147 ] ], "landmarks68": [ [ 4009, 5076 ], [ 1024, 6056 ], [ 2218, 7322 ] ] } } }, { "filename": "fBVNyjAPICCHXfjQQBZM", "sample": { "url": "http://rogers.info/", "sample_id": "368905e0-a5a8-4ba0-b2cf-e263993001f2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.618427390960362, "dark": 0.82993441316022, "saturation": 0.574112323259946, "blurriness": 0.977845106448277 }, "rect": { "height": 65, "width": 7948, "x": 7386, "y": 7814 }, "landmarks5": [ [ 7461, 5650 ], [ 1818, 6683 ], [ 1031, 9984 ] ], "landmarks68": [ [ 3907, 5990 ], [ 2941, 1073 ], [ 3815, 854 ] ] } } }, { "filename": "WfQECnAKTxINfOXciwjB", "sample": { "url": "http://www.gillespie.com/", "sample_id": "2ae64b39-96d4-49d5-b3ab-a46df1011011", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.553641396315009, "dark": 0.665603917584039, "saturation": 0.804849567580598, "blurriness": 0.613662630985236 }, "rect": { "height": 5327, "width": 7174, "x": 211, "y": 9633 }, "landmarks5": [ [ 3084, 8045 ], [ 5206, 6936 ], [ 7837, 3176 ] ], "landmarks68": [ [ 5410, 1392 ], [ 2266, 2446 ], [ 9173, 6986 ] ] } } } ] }, { "samples": [ "d237944d-0b96-4f7c-b895-9a2c70df337d", 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