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": 95, "gender": 0, "ethnicities": { "estimations": { "asian": 0.104456177228953, "indian": 0.32679881159456, "caucasian": 0.418122796813552, "african": 0.904345356073223 }, "predominant_ethnicity": "asian" } }
- 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://howe.org/", "attribute_id": "c37daf0a-57ef-44a8-b288-d31ec769c80b", "score": 0.86871505263107, "basic_attributes": { "age": 56, "gender": 1, "ethnicities": { "estimations": { "asian": 0.564724833418108, "indian": 0.461074078823027, "caucasian": 0.41723108603808, "african": 0.289120586494484 }, "predominant_ethnicity": "african" } }, "samples": [ "913c2f90-df93-4077-821a-a4d65efe0abc", "a8ce2340-aa02-4d8c-bf28-8ed720c5794a", "bdcded20-d90a-4287-ad25-a5b9fb8579b8" ] }
- 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": "ed9d0cc1-2dff-4e08-b387-a1807d5edd35", "external_id": "pmOmBqRtxwyIXpgWIsbJ", "attribute_id": "536f064d-a996-4ac2-b8b8-5038fd0668d8", "create_time": "1981-11-12T19:34:23", "lists": [ "3dc721a5-de31-4219-951d-3c01764f73b7", "80d6988b-b489-41e4-b739-4f2b82ca0689", "61757c9f-3026-41a7-8fcc-8b1950aa72ff" ], "avatar": "https://jones-gardner.com/", "event_id": "6c09f8ce-777d-46aa-ba40-c63707cbb368", "user_data": "amy44" }
- 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": "fdf9ee96-78f3-4b11-a288-58dddf946228", "user_data": "04811 Harris Springs Apt. 750" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.825777943186092, "face": { "face_id": "0b993712-96ee-4c51-838e-c3a1ff01f818", "external_id": "OvCMXZHtgAmlvTylEcSO", "attribute_id": "461e7caf-4a12-4e59-87db-61e1b1c65edb", "create_time": "1981-09-24T09:15:31", "lists": [ "a72c7501-d911-4e7e-a37c-adc5faf2730c", "73d2902d-1db0-4e36-a132-e39df11d68ea", "cd34b5da-66e2-42f0-b3de-6a52e447e9e8" ], "avatar": "http://www.villanueva-cox.com/", "event_id": "884a1a99-506c-4406-8bb7-20ce591de823", "user_data": "sanfordjeanette" } }
- 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": 0.958550917193685, "face": { "face_id": "174add14-027a-48f3-8a80-df1dec2ce648", "external_id": "GPlGboCnjegUMeOMCDIO", "attribute_id": "8bb1f205-cd33-4d67-a377-d8cd77c05471", "create_time": "2017-11-23T12:47:45", "lists": [ "bcf78478-34c4-4dbf-94cf-41737a884665", "56581f44-fc74-4ad8-a97e-b47c3240decd", "135eb02e-397f-49ab-b119-5cdf62b53e10" ], "avatar": "https://www.nelson.com/", "event_id": "1bc7a3ae-44e6-4a0a-9be9-dcb3f7c68544", "user_data": "sierracochran" } }, { "similarity": 0.944612923685509, "face": { "face_id": "edc649e2-e7e3-4066-af8b-d733277f4537", "external_id": "FKZzQFbFQsSgfrxgvIfJ", "attribute_id": "fa668994-83a1-441f-90f8-deaadacc6013", "create_time": "2018-04-29T20:43:34", "lists": [ "e7f0192f-00b8-48cb-9407-6ff19c57ae31", "66a6f2b6-6116-4f8f-8f11-621fda1f3553", "dcde83e1-2103-4280-bf80-5a1bd7c6da4e" ], "avatar": "http://www.garcia-chandler.com/", "event_id": "f78f7ef0-caad-4622-9802-c9102d1900a2", "user_data": "mbutler" } }, { "similarity": 0.73380503544, "face": { "face_id": "45e95187-534d-42a1-9256-4d16e87dfc31", "external_id": "TNoKPwAnKhjyRDckJlzd", "attribute_id": "3388ec54-4107-43f1-ba5a-845db3409d81", "create_time": "1990-11-15T15:53:05", "lists": [ "c515bc8e-7f55-48d6-9a4b-801797b1f539", "55e10319-3a40-4d57-8dd7-026ea44e8093", "141ecf7f-51c3-4a32-bdba-1db36d781620" ], "avatar": "https://watts.com/", "event_id": "3fa32404-1e09-4862-9714-62e55966f693", "user_data": "daniel39" } } ], "list_info": { "list_id": "4b56eaac-9770-4829-a3a3-6523a540b34e", "user_data": "1808 Martin Spurs Apt. 035" } }
- 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": "8c5d13a0-c3f4-4b6e-8258-ebe6d033f746", "Luna-Request-Id": "RMAfNjQditetSRCLjOiA", "events": [ { "samples": [ "e90e0ab6-af54-4843-bbe4-b35f06f059fb", "ea6a91e8-f460-4954-b0c8-55c6357603cc", "df607fdc-47d9-46e3-abed-c7e78fb29dd6" ], "attributes": { "url": "https://www.fisher.com/", "attribute_id": "3b02f928-950d-4aa7-affa-6492dfdd2c4f", "score": 0.885814542130997, "basic_attributes": { "age": 70, "gender": 1, "ethnicities": { "estimations": { "asian": 0.442099607275152, "indian": 0.327836857524255, "caucasian": 0.406910186457373, "african": 0.581487717090697 }, "predominant_ethnicity": "african" } }, "samples": [ "f031b275-d5af-44cb-a0c9-bbadbf62514a", "d1c581a3-efcd-476d-8c2e-4b620f829e6f", "ed49e69c-f9bb-4d22-ba90-05ae07537f43" ] }, "source": "1674 Avery Route Apt. 394", "tags": [ "uNnnFNwWXYFsxWSzwuxs", "JheoyBEJPCCWksdVzpdG", "ZoEOkGuafaUZHoHIyUdT" ], "event_id": "dc51a6ed-d579-4aa7-a613-667b3d404a3c", "match": [ { "candidates": [ { "similarity": 0.684174082574975, "face": { "face_id": "f0b7e295-674e-4631-b246-e7e5c9652cce", "external_id": "HDNeGsbYaajGzWXGYecX", "attribute_id": "be6785db-410a-4ed4-88af-ae18d8dcd844", "create_time": "2006-08-04T02:14:54", "lists": [ "934e94aa-93e2-438d-8a2d-fcfc0a6a036b", "09fa9f99-7f55-4f62-bcbc-f74ffd5b78d2", "256c8063-4be0-4309-b6a6-97ba3ef80ae8" ], "avatar": "http://church-adams.com/", "event_id": "96efec78-39b2-4d07-9ac8-0f5c1dd11c52", "user_data": "martinezthomas" } }, { "similarity": 0.30343960483275, "face": { "face_id": "ff6d8015-bd15-4eec-8773-5f92f8f98eda", "external_id": "BZbXMzGnYddyreXQqegM", "attribute_id": "75843538-a382-4bc9-a027-4459981932a6", "create_time": "2006-07-16T02:33:41", "lists": [ "3d442a5f-c5a7-42bb-b68d-d2f55332ace0", "6ba6b064-da73-4c36-a313-b9111fc5763b", "a86ffa21-34c9-4e8a-8b27-71439d81d2e0" ], "avatar": "http://www.gordon.com/", "event_id": "066b36ca-1fb3-4d85-9e59-abee89d5f2c5", "user_data": "qmoreno" } }, { "similarity": 0.54616581933189, "face": { "face_id": "c6c54e44-30ab-43eb-85b7-f519ced99ba1", "external_id": "FEMgDKDdKQlsTFBnsngH", "attribute_id": "8f7d0460-3228-4742-baca-71185e2cdb3c", "create_time": "1978-09-06T17:52:01", "lists": [ "3b6cf503-9f0d-4055-b3c4-bda6ca788c83", "ae039b05-3172-49a1-bafa-c58521b9c8d5", "8212f4b2-67d9-4990-81c7-f84270994610" ], "avatar": "https://www.chavez.org/", "event_id": "77346216-7ec2-4983-97c5-7369d78aeef1", "user_data": "riosderrick" } } ], "list_info": { "list_id": "785e0eab-144e-4604-bb68-22811c07fb48", "user_data": "5231 Bush Streets Suite 866" } }, { "candidates": [ { "similarity": 0.70108157265694, "face": { "face_id": "6d3e8c5b-eaa6-40a9-9800-a0231921aa30", "external_id": "BUXLBDAXymRdKfZKIEsY", "attribute_id": "44016ac6-9102-4fc8-8e25-b68e0db62460", "create_time": "2016-02-08T15:20:52", "lists": [ "6a02f937-ca71-4f5a-9975-bc9b459cb83a", "e0a953d4-664d-482a-9010-59720bf043ad", "49060632-a0ad-4d7c-8a45-a7c18c3df9d1" ], "avatar": "https://johnson-irwin.net/", "event_id": "55022c49-acab-4819-9d08-ea91fad3c6c8", "user_data": "obrienaaron" } }, { "similarity": 0.478472328563449, "face": { "face_id": "a74561fb-988d-4dab-b9c0-0a3f6b325065", "external_id": "MoWhKTeqgHasFGNkoiLG", "attribute_id": "e9ee3b01-a0b2-44b0-b1a1-c706957917f0", "create_time": "1979-08-21T09:59:28", "lists": [ "4b8d8ab3-b69a-4540-89f2-26f1f4451ed6", "b2fc4a81-beec-4320-a97f-222bc55f1e57", "e6b20b3d-f1dc-4f46-83a2-e5d86de41851" ], "avatar": "https://www.reid-allen.com/", "event_id": "7c438e46-0de7-454c-8e4d-22166059a9e0", "user_data": "jon60" } }, { "similarity": 0.80964248307898, "face": { "face_id": "3f011554-5268-4132-9f53-d63acab7d8a7", "external_id": "GrURBjRPXkIkbOmkKCXM", "attribute_id": "866b214c-214e-4826-81c7-909d541f3ef0", "create_time": "1982-06-12T08:08:07", "lists": [ "3d9cc8bb-bbad-4a67-b7fc-a7d1760f0c25", "3e83198b-8152-4acb-a534-56cffaede46f", "47def721-a4c4-4077-abe5-8f9e4276cd83" ], "avatar": "http://www.garcia-allen.com/", "event_id": "063a5554-5c29-426e-a97c-a582288c3cb6", "user_data": "jdavis" } } ], "list_info": { "list_id": "0bc13bc3-c67a-4670-97c8-3637a5a4fb45", "user_data": "25610 Craig Orchard Suite 792" } }, { "candidates": [ { "similarity": 0.638816642906271, "face": { "face_id": "01a9405b-1722-4976-9fa9-0e8a5983e21a", "external_id": "TpGqBURiKERvQsNyjbOo", "attribute_id": "d0009d37-705b-4036-afd1-db12ae66fe47", "create_time": "2003-09-20T03:28:30", "lists": [ "bd0dd582-5c68-42cb-aaee-886f04acf09a", "315ec73b-f04d-4292-a443-3561d1dbab34", "a4cd061c-58dc-46be-804d-5d5add5ca3cb" ], "avatar": "https://www.black.org/", "event_id": "c4e4db83-1c2f-46d9-a7f3-c7cffeb06c1c", "user_data": "vtorres" } }, { "similarity": 0.500940100167513, "face": { "face_id": "cf11b61d-420b-40a5-988a-e8ed305233ee", "external_id": "rXWgeinEPDOWLebuTYES", "attribute_id": "9922cf62-c62e-4aaf-9a28-6338e5b2c612", "create_time": "2002-09-22T22:37:06", "lists": [ "7399bf43-7384-46c1-a202-7fb20f07953c", "f973cccf-4bac-4c98-b3a8-7e8f31323f4a", "3b65d578-5c95-4164-9864-4dc3ccc09547" ], "avatar": "https://reynolds-morrow.info/", "event_id": "a74b2f66-31a7-4fe4-851a-7ec21780910f", "user_data": "nicolemiller" } }, { "similarity": 0.391285963870199, "face": { "face_id": "acd70cc6-8479-49ab-acc2-50bf24f38938", "external_id": "wvQzALAfPjQgzxeXvfpc", "attribute_id": "2a7110b5-c91a-4477-90fe-fe9282838ed0", "create_time": "1973-08-09T03:30:46", "lists": [ "5baaa8a3-dbf3-489a-aefd-b71b027de96e", "ce5485b5-1811-40c9-a7c0-555d65a59906", "cfea3a63-dc17-41e6-b0c4-2fd12c80e5c5" ], "avatar": "http://howard.com/", "event_id": "b56c7564-de51-4a34-ba10-6f946cb61631", "user_data": "laurahoward" } } ], "list_info": { "list_id": "eb77ad9c-ff7c-4224-a44b-574750f1ba3f", "user_data": "86728 Wilson Cape" } } ], "url": "https://www.curry.biz/", "face": { "face_id": "cb68e6b7-20b2-457f-a967-ce0ee14332c8", "external_id": "rUnqIFQSQpnIOrKUQEpq", "attribute_id": "d6f920ab-022a-4758-b9cf-c524fd81f3d0", "create_time": "2000-01-21T07:48:33", "lists": [ "08592b3c-6ae3-4e72-90a7-b927bcf566cb", "73e18980-7efd-4c09-9568-9f5bf7352c29", "8a1e7803-f81c-4d4d-b9cb-6a1016789ddb" ], "avatar": "https://mayer.com/", "event_id": "a797afeb-035f-4196-b5e5-541fd207c3fb", "user_data": "fitzpatrickveronica" }, "detections": [ { "filename": "JCEpweLYoLjRLTfilOZN", "sample": { "url": "http://www.ortega.net/", "sample_id": "a4d0d727-f9f5-4f33-9096-6044acb521ee", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.22248706038184, "dark": 0.566702607630541, "saturation": 0.14165057706226, "blurriness": 0.854938911923992 }, "rect": { "height": 9654, "width": 1395, "x": 2078, "y": 2661 }, "landmarks5": [ [ 7980, 7518 ], [ 9375, 9604 ], [ 3267, 1359 ] ], "landmarks68": [ [ 9395, 6191 ], [ 4204, 6534 ], [ 8767, 3822 ] ] } } }, { "filename": "BEsEgJKUUlTDbgguKtDC", "sample": { "url": "http://www.reese.info/", "sample_id": "1b9c0a81-50ed-4379-a9b9-17de3f2e3364", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.84397855300969, "dark": 0.2494127090182, "saturation": 0.59819582713767, "blurriness": 0.162625221833179 }, "rect": { "height": 4792, "width": 2907, "x": 5599, "y": 5748 }, "landmarks5": [ [ 1551, 5231 ], [ 6843, 2329 ], [ 6927, 349 ] ], "landmarks68": [ [ 9656, 3486 ], [ 5108, 137 ], [ 3619, 2561 ] ] } } }, { "filename": "kKexllJoRqGRadRXHYdQ", "sample": { "url": "https://gray-jackson.com/", "sample_id": "e7710374-94a4-4711-b14e-a3276c3e3ea9", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.228824609734041, "dark": 0.122297377742389, "saturation": 0.15711614015657, "blurriness": 0.951837023365197 }, "rect": { "height": 7329, "width": 3127, "x": 4762, "y": 970 }, "landmarks5": [ [ 1790, 5954 ], [ 1388, 5888 ], [ 5159, 7462 ] ], "landmarks68": [ [ 2603, 6536 ], [ 8989, 7298 ], [ 5984, 4767 ] ] } } } ] }, { "samples": [ "8a0b1e25-eb02-4657-ad95-d9a262302555", "eeb142a5-f732-4942-8c19-522513a65237", "3c7a4495-423c-4afc-b17c-4014ed45bee2" ], 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