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": 21, "gender": 0, "ethnicities": { "estimations": { "asian": 0.59224919285729, "indian": 0.27970489745499, "caucasian": 0.741351825773363, "african": 0.91881944189343 }, "predominant_ethnicity": "african" } }
- 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.taylor.com/", "attribute_id": "119ee2e3-a360-45c7-9786-b013d810b465", "score": 0.355113245865229, "basic_attributes": { "age": 91, "gender": 1, "ethnicities": { "estimations": { "asian": 0.644745272600289, "indian": 0.582050650978291, "caucasian": 0.930980061183902, "african": 0.16874574482535 }, "predominant_ethnicity": "asian" } }, "samples": [ "bd10610f-2658-42c3-b2e6-59e91ece061c", "cdca008a-ec1d-4078-badf-e3466e6b9008", "f594cc36-1eaa-4842-96c3-6ecec4b7dbb3" ] }
- 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": "358ddd0a-f20d-4651-8ee9-cb44e6208d20", "external_id": "YfaHRTVzvQMWnuNNgEww", "attribute_id": "6dead329-b8ab-4d58-ac97-857b98beeb34", "create_time": "2012-02-01T21:03:56", "lists": [ "2a81cbc7-8460-4bd2-8361-354f153a02eb", "933143d0-cd94-44d5-97e4-fca832e39ae1", "d87d4f7a-9f9e-45ca-9bcf-767a3c5d2a8a" ], "avatar": "http://www.kim.com/", "event_id": "f354318c-8fbc-4943-a5a2-8ce70ad674c5", "user_data": "elizabethshaw" }
- 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": "338bf0ab-8161-4a94-90c4-5793b66f2f30", "user_data": "181 Natasha Keys Suite 976" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.719925774463471, "face": { "face_id": "6f84c86f-91cd-4c28-b2ea-7b8a6212f1c7", "external_id": "OvCcIzVtHHNaMWocUcyX", "attribute_id": "ba5767b0-551e-4199-b9d5-015b2b28b076", "create_time": "1977-08-27T23:49:39", "lists": [ "5e5c11f9-cc69-4ec5-a604-988090790283", "90d5b8e1-0108-471a-98d7-b4a1913c517f", "9b424f16-fc4d-48fe-8620-d1fa4e69ddfd" ], "avatar": "https://trevino.com/", "event_id": "09835d71-4c68-495d-ac85-c8fcd7b02129", "user_data": "ffrancis" } }
- 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": 0.355717648602217, "face": { "face_id": "a0da8cbc-60c3-4b33-b614-9278d5d8e314", "external_id": "YKwvnXXRjmdKTnUfilkL", "attribute_id": "6771f374-887e-45cf-b39f-3b2437db4b6d", "create_time": "1978-06-14T03:38:31", "lists": [ "82e1ec32-5810-4fe5-8cbb-4ae14a36009f", "a371e201-5fa5-433f-9786-ddec034db38d", "03e5c604-4099-438c-815b-95bc7ae48409" ], "avatar": "https://www.estrada.biz/", "event_id": "67a96772-0602-46bb-af63-1d6271b9a01d", "user_data": "slawson" } }, { "similarity": 0.882142294580852, "face": { "face_id": "35cf9465-32f8-4e88-b744-30ac699c3eb4", "external_id": "DjGJOkeFOieCOptjbPuD", "attribute_id": "122f51c7-5bed-4967-89a2-e1fdba91ae19", "create_time": "1977-06-22T18:14:57", "lists": [ "01f9003c-0725-45e4-95df-7355d7493c86", "d928efa1-afc3-432d-a4f3-0f414b2a91ca", "09fd9ab0-e698-4df4-93af-1b6ce0ccddd5" ], "avatar": "https://anderson-moody.biz/", "event_id": "899e3123-a87d-4cd1-aa30-5041669a806a", "user_data": "yjohnson" } }, { "similarity": 0.33656513856713, "face": { "face_id": "3c6a71b7-3183-4ce5-b615-021449ca28de", "external_id": "jsEEecRraZjAcbKfZcbH", "attribute_id": "7b0a622b-ea03-41c0-acf0-233c3abed8ce", "create_time": "1983-03-21T01:07:15", "lists": [ "905bbee7-2c10-4e51-a9fb-dbde413f742e", "6358cd44-03e3-4251-817c-4e82b4e566ed", "8a593362-c164-479d-9dae-a68ecf40e571" ], "avatar": "http://davidson.org/", "event_id": "af470753-296e-44cc-aeac-38d8cfd26051", "user_data": "wbradford" } } ], "list_info": { "list_id": "130091a2-34b0-43c8-b6e6-175e3b997593", "user_data": "8672 Dylan Burgs" } }
- 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": "c0f5c836-8453-436e-b7f9-e1679f56c859", "Luna-Request-Id": "nSxArjqQCnUCLAJGmiqR", "events": [ { "samples": [ "65bac8e2-65f1-4435-acc4-d19c40866118", "a4f7a993-c77c-4920-9121-182299320ffa", "8714ed65-130f-4cf2-8168-e0222b682668" ], "attributes": { "url": "http://www.murphy.com/", "attribute_id": "1eb9dcb9-a8cf-42ff-992c-cfc10677dc66", "score": 0.745540653982673, "basic_attributes": { "age": 8, "gender": 1, "ethnicities": { "estimations": { "asian": 0.683491231227589, "indian": 0.23111837822612, "caucasian": 0.440416623375444, "african": 0.508517011613655 }, "predominant_ethnicity": "asian" } }, "samples": [ "2fc3ba10-99ab-4e3c-9a5f-e17f26e0e1d7", "37d015b2-6294-4a17-bd3e-87e38f2e26d1", "327e3de5-cd44-4ecd-8ba9-a0a5f8a5a2ce" ] }, "source": "28074 Corey Ports Suite 877", "tags": [ "taHdUehrkmTgCSqBEdtT", "zKzcweTCBKLnhQcasBUo", "yHctaovBGertzUBsFJkR" ], "event_id": "f43b2790-b2ca-4fdd-aefc-13388e1d5de7", "match": [ { "candidates": [ { "similarity": 0.351407995580529, "face": { "face_id": "e05cf6de-be9b-4251-8b96-bb07c86abb0a", "external_id": "HXRjbKuugApTMPYHytzJ", "attribute_id": "33f56db6-3cc3-4938-aa5a-8a5106c2c64e", "create_time": "1980-05-13T19:57:17", "lists": [ "7e876601-1aa0-4ec3-8371-38c0b414ebc2", "229bcc39-13bb-41ac-816b-8e43b0885096", "d7657c49-1cab-42e7-977a-66bc275e060b" ], "avatar": "https://www.stewart.com/", "event_id": "b19bae7b-1c9e-4f47-b2ab-70f649fe2010", "user_data": "thernandez" } }, { "similarity": 0.657503858403157, "face": { "face_id": "fc0588f8-c2ad-4e5d-8e79-3d2ed360a1c1", "external_id": "dvtKmVPqQCFocgeibeJJ", "attribute_id": "bb07eda7-48f2-4ab5-abb1-c43792d5c7b1", "create_time": "1973-01-27T05:45:29", "lists": [ "2cace579-f20e-4aba-8bcc-42413ce72df1", "143aba12-69de-4dee-8cfa-a0cb9d98ac61", "47455907-803f-4938-8dff-9c4d58f222e6" ], "avatar": "http://wilcox.biz/", "event_id": "addb99a8-2510-40db-b1b0-d17807f64a1b", "user_data": "catherine73" } }, { "similarity": 0.711520826360651, "face": { "face_id": "fc2bc394-5510-4749-ba74-f94ff1284175", "external_id": "JwImCMYNHaYXTOFAtQSk", "attribute_id": "770467e8-be29-41e1-bafe-b7c17e57285d", "create_time": "1998-07-31T07:40:23", "lists": [ "6c0f30bf-d8db-4622-904c-0ecd6cc092d2", "e6426c98-b549-41ed-bb71-b3ee16e7dbfb", "e93542de-7351-47e8-9261-195fe031642c" ], "avatar": "http://murray.com/", "event_id": "a4a231c3-a624-4653-af82-2912e3a0fab4", "user_data": "stevenbryan" } } ], "list_info": { "list_id": "8c91a042-0b50-4dca-b0a7-ccade14d4764", "user_data": "9231 Smith Field Apt. 336" } }, { "candidates": [ { "similarity": 0.968715084869401, "face": { "face_id": "de390dc2-6919-4cd1-bc40-5f25faa9b7d8", "external_id": "lzsCcwCLictDpCSkXAJI", "attribute_id": "41e390f4-2eb8-4f98-bec4-07dcc64184e8", "create_time": "2015-01-30T09:31:43", "lists": [ "28e31de5-2b19-43f4-a66a-852b1b161211", "dc42ea35-7512-4edb-9aa7-410783d4c7bf", "6463ed07-97d9-4b0b-b736-1b65520ce3a6" ], "avatar": "https://guerrero.com/", "event_id": "e4312e81-86a6-4103-87dd-7d984b6fde04", "user_data": "xgibson" } }, { "similarity": 0.636091480745987, "face": { "face_id": "aba1216b-a4fb-4ee4-95b4-93d6fbb42a43", "external_id": "TNxqRWPdnrcXOqbMItua", "attribute_id": "077d59fe-d86e-40b5-8cc7-dd7dcd9363e3", "create_time": "2015-06-16T16:21:06", "lists": [ "cc126958-5540-4fd6-9efb-5a30b6880060", "05ac39b5-0684-43c8-94d7-fe37aa8c5a3b", "cee22729-2e28-450a-8759-832ec8985a66" ], "avatar": "http://www.arnold.biz/", "event_id": "c71d8cfc-28e9-4f80-8ac2-2a9428639e59", "user_data": "peterhill" } }, { "similarity": 0.663002108132409, "face": { "face_id": "b6fd3b00-8cfa-41ce-b150-355fdb72e674", "external_id": "ZKeYzJQuEehTYHArsEpX", "attribute_id": "c62ce54c-fd41-49ba-babb-b314eedf5e04", "create_time": "2018-03-25T20:32:09", "lists": [ "282a0897-1755-4fc3-9d51-69fa19fa4ccb", "24551027-96f2-4635-8c22-4fe001dd75ee", "4508b7e8-4369-4ff7-8774-8c8703fd4269" ], "avatar": "https://www.sullivan-taylor.info/", "event_id": "9dd3461d-d235-4722-b4e5-04fcaf88c71b", "user_data": "holmesmegan" } } ], "list_info": { "list_id": "e1689af4-2779-4b97-b868-a65c916865af", "user_data": "476 Griffin Radial" } }, { "candidates": [ { "similarity": 0.728946954199695, "face": { "face_id": "02983179-4ced-4263-a0ea-f3edd985a77a", "external_id": "NUsgsDPMQnrhbSHHkvmD", "attribute_id": "e7611b65-450b-454e-a703-4effc6b79caf", "create_time": "2014-08-01T06:41:07", "lists": [ "192fa839-d838-40bd-a642-d4abdd4b1660", "2c3c0cbd-b2e0-4942-bacb-fc2da70ddb29", "cee45460-7d10-407b-9368-2ece7d7e0116" ], "avatar": "http://www.barton-grant.com/", "event_id": "d2969dd6-fcfd-4609-bf1a-2b8085152f97", "user_data": "hmartinez" } }, { "similarity": 0.60122105687165, "face": { "face_id": "6130cf3b-b7f2-4240-9679-fb31097bef02", "external_id": "RdlKbXDevanhbiFVaKJW", "attribute_id": "061060d4-20b2-488a-925a-de89aac02382", "create_time": "2022-01-18T05:04:46", "lists": [ "8e87eaef-5873-4cb3-86de-c275cff965f0", "8e67a866-60ed-48f7-bdc3-6c68d5235da3", "12b97aae-2663-4044-9566-555866ec1b3a" ], "avatar": "https://walker.org/", "event_id": "ba2e1c46-69eb-4ff1-9214-a9d07dd08515", "user_data": "howard86" } }, { "similarity": 0.591576659525852, "face": { "face_id": "bf1700e0-550d-4526-94ea-0e29ddf7c988", "external_id": "dDXxmSshHxFKUvdcsQYH", "attribute_id": "0841c1e1-9f6f-4702-b958-b08578c7345d", "create_time": "1977-08-25T12:52:55", "lists": [ "d3091508-61c6-4772-bdfa-aa7cc481d22c", "f84f3d66-9625-480d-be36-28aeee96dc6b", "65545dba-6957-4081-a280-ebc67e35f67b" ], "avatar": "https://gonzalez.biz/", "event_id": "a2bd30d8-4c67-4ba5-ad7c-9393ed8852b8", "user_data": "vvasquez" } } ], "list_info": { "list_id": "f1ecdb8c-9477-44a2-ad2a-75f576f94c30", "user_data": "809 Smith Fords" } } ], "url": "http://thomas.com/", "face": { "face_id": "1db16e7e-affa-4e1b-993c-7f3ed4708450", "external_id": "keNreJbbIzbgrkcIIakc", "attribute_id": "ff64d64c-2b7d-416b-b1fa-91c2cd691b8e", "create_time": "1979-05-21T04:26:23", "lists": [ "4d702e66-f5fb-417f-85e2-5d7e889d5d2d", "a688e360-99dc-47db-9953-452cf0ac1874", "31aa9c70-3f27-49af-a857-c40b010d45b5" ], "avatar": "https://mathis.com/", "event_id": "1ef8fcbd-4810-4c02-a6fd-e6d8a3ebb6fe", "user_data": "tpalmer" }, "detections": [ { "filename": "VCtiLaGTsjzUJCuwIXte", "sample": { "url": "https://www.taylor.info/", "sample_id": "8ad46dd7-42d8-4fea-922b-68cf108db848", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.802679366882039, "dark": 0.27427615233342, "saturation": 0.123355239154079, "blurriness": 0.969252155448586 }, "rect": { "height": 7794, "width": 8504, "x": 5244, "y": 535 }, "landmarks5": [ [ 7624, 8865 ], [ 4267, 2548 ], [ 1704, 5284 ] ], "landmarks68": [ [ 8731, 1697 ], [ 2886, 2255 ], [ 2920, 3592 ] ] } } }, { "filename": "mRijItUnpLOnWsarfSHH", "sample": { "url": "http://www.snow-edwards.com/", "sample_id": "03b3336f-b1e8-4b86-bae5-10a9152b2c68", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.554493177457839, "dark": 0.893677838579629, "saturation": 0.371674319923739, "blurriness": 0.492318661107927 }, "rect": { "height": 2859, "width": 2218, "x": 5307, "y": 2869 }, "landmarks5": [ [ 9434, 6088 ], [ 8670, 2237 ], [ 3648, 2136 ] ], "landmarks68": [ [ 2519, 1478 ], [ 7968, 4139 ], [ 6632, 1706 ] ] } } }, { "filename": "kVgaBdhNnWDbuqTgIWme", "sample": { "url": "https://knight-jones.com/", "sample_id": "ac09f096-26a0-46c3-b3aa-e98c1d1646b0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.375882913617198, "dark": 0.107220979430217, "saturation": 0.401244914481395, "blurriness": 0.125524157356947 }, "rect": { "height": 7835, "width": 2851, "x": 8873, "y": 4075 }, "landmarks5": [ [ 7825, 2256 ], [ 4990, 9393 ], [ 86, 856 ] ], "landmarks68": [ [ 7505, 6408 ], [ 874, 3477 ], [ 1772, 6318 ] ] } } } ] }, { "samples": [ "30ac9a02-b5ce-49d8-bd2d-402a67f3a709", "e073f87a-548f-4fe5-8c5f-eb22e6ce88d0", 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