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": 87, "gender": 0, "ethnicities": { "estimations": { "asian": 0.197432825065662, "indian": 0.102973076724818, "caucasian": 0.744125306409383, "african": 0.344153722542637 }, "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.perez-johnson.com/", "attribute_id": "4ba6a8fb-0e49-49c2-99b5-9432af4fbdbc", "score": 0.987729157595388, "basic_attributes": { "age": 43, "gender": 0, "ethnicities": { "estimations": { "asian": 0.7184739570541, "indian": 0.153414254023826, "caucasian": 0.628545607550442, "african": 0.61019233913638 }, "predominant_ethnicity": "african" } }, "samples": [ "3ebeeae5-a539-4281-8c84-f3da606799f3", "59c3320b-8a6a-40e1-982b-61e7ac669777", "5f8e295d-7957-4026-bfc6-f89778102cb5" ] }
- 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": "452c3641-af69-494a-983a-dd7836970a4a", "external_id": "edvXmkYKmCqKcIYJMjLK", "attribute_id": "924cc13b-6cd8-47b6-b808-16beb639d248", "create_time": "2016-05-21T07:12:24", "lists": [ "af7e3904-4e0b-4fcc-a997-83852870c7cb", "a894558b-0d73-48fb-93a4-2fe741ed0cb4", "2122a973-f07f-4d72-b821-70efe0dc053b" ], "avatar": "https://www.wright-henry.net/", "event_id": "84578143-fbca-494d-b653-9ffe11d32079", "user_data": "mark17" }
- 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": "6710d076-ae2d-4824-b2e5-c7edfd2df8e3", "user_data": "838 Hall Underpass" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.796371058652271, "face": { "face_id": "07cc36c6-a307-44c4-8f1b-c291909457fa", "external_id": "VxzEgHKqakmCBYfyImTR", "attribute_id": "fc5dfb77-1846-4aa3-bef4-204f5567925a", "create_time": "1991-09-27T17:22:04", "lists": [ "71048c6f-9dac-403c-937a-9201d070b698", "3918119a-f331-4d41-b6b9-59aa8b4c0a76", "01ea9d74-2ca3-416e-b9fe-d64f7ff1b006" ], "avatar": "http://franklin-adams.com/", "event_id": "4eeed1b3-02de-4deb-9faa-58bb563c7823", "user_data": "acostajohn" } }
- 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": 0.716510240938754, "face": { "face_id": "60de8977-eb1a-4f2b-a333-16e89ae9c6f0", "external_id": "tTQacDMaKxfNxDTnYhFE", "attribute_id": "281149a9-4df9-4fd8-b6ce-ffb91e9d22f0", "create_time": "2020-06-07T12:39:51", "lists": [ "7b13595b-e20d-4d5d-b23b-c7603e626b98", "6695c7a5-2f8a-41b7-a2f9-b77f82a05761", "f26860bf-e331-47de-837d-f9e21d19624d" ], "avatar": "https://www.coffey.net/", "event_id": "5c6cff63-575e-4115-82bc-ecb6a3dd2779", "user_data": "christopher85" } }, { "similarity": 0.44515523254088, "face": { "face_id": "1154678e-e71d-4cb0-ad29-761f11486e3b", "external_id": "bquzDIrNOCpgeirSaUbA", "attribute_id": "c29aac70-5124-4bc1-9b01-c94d6158acaf", "create_time": "1973-06-23T03:29:09", "lists": [ "b4f6b123-44d3-4aef-ab58-88ef7b9c5c85", "cf27d4c2-de36-46d5-a5a4-97aa8f8f2f2b", "6d0538b6-845c-4fa0-8dab-f329e89b39d1" ], "avatar": "https://www.martin.biz/", "event_id": "f4cfb544-ccda-412c-863b-f12a08168c66", "user_data": "abigailbrooks" } }, { "similarity": 0.991044197143995, "face": { "face_id": "a56574b7-aecf-4a09-bfb7-20258d486170", "external_id": "mwAtZFYoVOAkGqFnarMM", "attribute_id": "966cdca4-4d2b-462f-b93e-17e59bf3c648", "create_time": "1976-09-25T21:54:58", "lists": [ "5329869d-c7ba-4e88-867a-224e94e8842b", "2a605721-d744-4f93-be1c-098e57b98440", "2aa6a33d-511c-4128-af07-f5731fdfebf2" ], "avatar": "http://www.cobb.org/", "event_id": "701d30d2-9bf7-4681-b822-7f720a3f140b", "user_data": "mark11" } } ], "list_info": { "list_id": "640a5074-bd77-4723-be63-e59a4e8952dd", "user_data": "398 Kenneth Mall Apt. 257" } }
- 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": "2e6cdfdc-0326-413b-8427-786a0a061908", "Luna-Request-Id": "LuJogWbMaZxYTVKnurQq", "events": [ { "samples": [ "0d3af5d0-5efb-4f4a-a653-ddc5f22f79b6", "9d47e4ad-a965-47dd-b4d6-a0e1208d7ae5", "61cfaffd-f940-492e-9824-cbd2ad8fb83d" ], "attributes": { "url": "https://www.stafford.info/", "attribute_id": "aa370f02-d14c-4f16-bb7d-4f06cfec5c4c", "score": 0.278833396938738, "basic_attributes": { "age": 8, "gender": 0, "ethnicities": { "estimations": { "asian": 0.107258676472898, "indian": 0.521474500836187, "caucasian": 0.80548931349613, "african": 0.669772549544996 }, "predominant_ethnicity": "african" } }, "samples": [ "c245c81a-fd04-4c27-9d0e-308898b4c1a5", "aaaa834b-9089-4db6-94bc-c153300e8353", "d56f598f-cc13-4af2-8a30-ab1b57df9c74" ] }, "source": "016 Pineda Union Suite 855", "tags": [ "tjpWiKpTmnRVZjLfLrBf", "VDAFvhSRgjMoHafiiycO", "qoOiEYTMGgYvSBbkNdJF" ], "event_id": "c01f55e0-5935-44f5-b2de-69971b7f9182", "match": [ { "candidates": [ { "similarity": 0.372511647596105, "face": { "face_id": "3197e6aa-8d44-4afe-b297-4f55faf600eb", "external_id": "kCHBGhFSKTNYrZGodxRl", "attribute_id": "3521f768-3d55-449e-8602-5f9736be47b7", "create_time": "1982-11-02T02:12:22", "lists": [ "79290fd7-732d-425f-8f60-b9cf9a13865c", "23938edd-4bea-458c-a97d-1b061c49b7af", "58be2473-c325-49d3-995d-1ad30efc8e78" ], "avatar": "https://www.reyes.info/", "event_id": "47fff3a5-a9a8-443d-a171-7b8f7f260fd5", "user_data": "jenniferscott" } }, { "similarity": 0.4776111465057, "face": { "face_id": "e646e75e-1e3f-4fa6-a681-946d25aa3fb9", "external_id": "JJvKaahOWgFVjoCBaOSK", "attribute_id": "670c7809-104d-4470-9391-0a98178b8c08", "create_time": "1972-05-09T22:37:34", "lists": [ "2bf83c78-dedd-40f4-ba01-076a9ead52bc", "c98a9a1e-81a1-497c-bea8-1debd02df9cf", "8c232d73-3fdb-4411-a8e1-f297c5327be1" ], "avatar": "https://www.myers.com/", "event_id": "42ad4d44-6a58-4f68-9f0e-a1e0c1b5e0df", "user_data": "aanderson" } }, { "similarity": 0.354180993041582, "face": { "face_id": "4f8dfd7e-ac65-4eb1-8e7b-5dd4dc8b4157", "external_id": "dbWWBTlqcgTAdJoJRgxM", "attribute_id": "e5ed8d65-d468-44dc-9222-6dce0f2a5864", "create_time": "2009-02-15T23:25:54", "lists": [ "8e9c47ee-df83-45b2-ad73-e901c94ae8d4", "d6480ff2-f9a0-4eed-8be7-589261df4c7c", "2b61654f-d97c-48b2-8fe6-bd96e417e40e" ], "avatar": "http://www.wilson.com/", "event_id": "f49cf105-30d9-45d8-9d5c-665986a11c4b", "user_data": "charleschristian" } } ], "list_info": { "list_id": "b2c198d7-cec2-45d1-97c6-71901bb3f19a", "user_data": "478 Williams Corners" } }, { "candidates": [ { "similarity": 0.48731337871257, "face": { "face_id": "97372947-e3f0-40da-a499-14fe9c067790", "external_id": "BiUAeOOxdTxlfUUrhKlM", "attribute_id": "05593faf-fd64-4d9c-b667-628a8d2088c6", "create_time": "1978-07-14T19:54:03", "lists": [ "7606ffba-cb53-4cec-8571-3d9a940ecf04", "d5def0f1-21b0-4247-8a91-7309b04f7f6c", "afe3d39a-fe99-4b4d-b719-588cec44ac64" ], "avatar": "https://www.dorsey.com/", "event_id": "e78c47a1-ec7a-4ba9-92e3-5d63da1422b7", "user_data": "forbessteven" } }, { "similarity": 0.117067987957661, "face": { "face_id": "795eae08-39bb-496a-8cdd-428e635c0c4e", "external_id": "arCBMufzCyaKdqLnhxgc", "attribute_id": "3636704a-128f-4567-8d5b-26a39d72ad49", "create_time": "2000-09-17T20:52:26", "lists": [ "4e6c49a6-58cb-4f99-bdee-a20d836b8ef7", "bcd2b4f7-f2b1-4f2b-ae7b-4bbe1231a2cc", "582f0238-8408-49ac-8ad9-51bbfeeabb8b" ], "avatar": "http://www.richards.com/", "event_id": "533be67b-aed5-47e8-816a-7b82cc798cd7", "user_data": "privera" } }, { "similarity": 0.287148376414827, "face": { "face_id": "dc8a5668-99ae-4ac0-9182-bbcd79697a26", "external_id": "xLSUAiyObWbePtkrjMqv", "attribute_id": "6e3dd869-1a2b-45ce-adb6-ff34337acf3e", "create_time": "1971-07-10T15:12:43", "lists": [ "7677aa2b-d1df-46fa-b2f0-57ccbf9d0aa3", "78de62a8-4309-4565-9ef0-ee6c26e9b8b3", "7b98f452-77af-4a3a-8be3-dd1d9610812d" ], "avatar": "https://www.mccormick.com/", "event_id": "5d595e93-3e61-4947-bfe2-54141de8d89f", "user_data": "davidwright" } } ], "list_info": { "list_id": "f414b307-6441-4567-bbe6-d53bbbb7a41f", "user_data": "69072 Kelley Skyway" } }, { "candidates": [ { "similarity": 0.847573865192687, "face": { "face_id": "f0547026-cad6-4f11-813f-db10cfe9497f", "external_id": "RzdwRUxMGdaGKkMXRpkZ", "attribute_id": "3b949173-5297-426c-8895-2ab453a6f5ca", "create_time": "1972-09-18T03:41:56", "lists": [ "bd6e730e-bf0e-4bea-bf4b-71b7677875f2", "6bab1ab2-ae5f-431a-8415-fd1a1095fb0e", "c3da600f-b662-4496-9be6-0928d48407d4" ], "avatar": "https://www.green.com/", "event_id": "6446c0e9-7a7e-4d4d-8c88-bb6f0f5bc422", "user_data": "cwells" } }, { "similarity": 0.288441394765077, "face": { "face_id": "421f8304-eeb3-4d74-a8ce-5ec71cc54a77", "external_id": "EIpcylQTWjgJNPwtJfeG", "attribute_id": "8b51b954-fab3-4fd5-943f-22bea8da5bc0", "create_time": "1976-10-11T01:15:18", "lists": [ "1590b0d5-1c8d-475b-99a2-c379594b9ff5", "d3cf3172-c86c-4fed-bdb1-7670bdecb9ae", "11b95ede-fdca-4681-9479-97781a02a7e9" ], "avatar": "http://www.silva-valdez.com/", "event_id": "c4285d88-56a6-4ae4-af1d-b03260a4ae6b", "user_data": "teresa51" } }, { "similarity": 0.729463835767475, "face": { "face_id": "cd655577-9bde-4818-ba7a-4dd3eb2bd639", "external_id": "SExeNNsPViDGqQbrfREL", "attribute_id": "ac269116-6d0e-4d5d-9a87-451ad6569e20", "create_time": "1992-01-21T12:13:25", "lists": [ "68a22682-1975-461c-9182-eb52ad86f869", "42c3ca54-b759-4d2a-b573-febef9f29408", "26fb8904-712c-41e0-8f53-154a2eafb89f" ], "avatar": "http://smith.com/", "event_id": "1f1fcb83-8bfe-46fe-b4d0-7fe53d12ba26", "user_data": "shannonalvarez" } } ], "list_info": { "list_id": "cfaa23da-6382-435f-95dc-93d32c1c9f79", "user_data": "245 Johnson Street Suite 341" } } ], "url": "http://www.bush.com/", "face": { "face_id": "744e774e-13c9-4701-a1f4-a35fc86dc00c", "external_id": "uFrcEVEWceqxfomqDzLR", "attribute_id": "b3cf220f-5bab-4b94-b3a9-94cd48f46a6b", "create_time": "1993-06-13T14:41:11", "lists": [ "d926e4da-f1c6-4403-87b7-c3b40e9f8e9c", "e017bfd0-d0ba-49c6-8447-88dd00a3a51a", "bc56716c-2298-40e9-ae84-f7ed81f7366c" ], "avatar": "http://www.reilly-clements.net/", "event_id": "635d2fd7-daa6-4303-bd22-b6a884a74e29", "user_data": "richard69" }, "detections": [ { "filename": "RbeSvmJWNAIuOuecPmuj", "sample": { "url": "http://www.gonzalez.net/", "sample_id": "5f445ebc-b5e3-4f27-974a-687edc7afdf0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.477011410493401, "dark": 0.92048798291023, "saturation": 0.281190682674351, "blurriness": 0.921208726262464 }, "rect": { "height": 1852, "width": 9419, "x": 3180, "y": 6669 }, "landmarks5": [ [ 5038, 8729 ], [ 1615, 6586 ], [ 8959, 4741 ] ], "landmarks68": [ [ 6192, 1792 ], [ 6594, 85 ], [ 5314, 6939 ] ] } } }, { "filename": "orQGuuCZLsjleNaUVXDa", "sample": { "url": "https://www.bradley.com/", "sample_id": "4347a4be-09c4-48c6-9a2d-3398ca0e4a47", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.945989355480835, "dark": 0.52451417704257, "saturation": 0.840666421891361, "blurriness": 0.741536042475502 }, "rect": { "height": 6474, "width": 4617, "x": 640, "y": 6026 }, "landmarks5": [ [ 8124, 2039 ], [ 1684, 2323 ], [ 3537, 9929 ] ], "landmarks68": [ [ 9711, 1629 ], [ 3482, 4629 ], [ 3791, 8488 ] ] } } }, { "filename": "BlcQjJNerCgWoWsaadSu", "sample": { "url": "https://www.richardson-jones.com/", "sample_id": "5bb10646-89bf-4e16-82ef-59958895de5b", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.5411230220656, "dark": 0.610311306185509, "saturation": 0.140515963314426, "blurriness": 0.738240537023122 }, "rect": { "height": 8053, "width": 4870, "x": 4911, "y": 8075 }, "landmarks5": [ [ 5599, 3036 ], [ 2532, 7788 ], [ 2263, 9459 ] ], "landmarks68": [ [ 3829, 2406 ], [ 4041, 6604 ], [ 2017, 5240 ] ] } } } ] }, { "samples": [ "cfe7e82c-dae6-46e6-ae40-987564abae11", "d3b123c1-8a9f-4940-865b-e5eb1c2d3914", 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