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": 22, "gender": 0, "ethnicities": { "estimations": { "asian": 0.402890855351903, "indian": 0.518879865173313, "caucasian": 0.46801865149486, "african": 0.429589984742921 }, "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": "http://brown.biz/", "attribute_id": "cc8ac3a6-f82e-40e9-9da1-926d6ec0f46e", "score": 0.591650137614429, "basic_attributes": { "age": 23, "gender": 1, "ethnicities": { "estimations": { "asian": 0.866411386328314, "indian": 0.132363258188888, "caucasian": 0.833411005733177, "african": 0.145229978644683 }, "predominant_ethnicity": "african" } }, "samples": [ "72c4ce33-20f8-4a09-b5db-32b98aa24d43", "54f6cea6-c9c6-4c8e-a565-8d280e8c1163", "eabfb7b2-e5d3-4910-aa83-c8e92640c5ba" ] }
- 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": "afae5999-c562-44c2-a1c7-71770d7800be", "external_id": "sYICcVIdIwPGCULmtORP", "attribute_id": "35cc0bf6-3f9d-42fa-bdeb-fa8b3e400e66", "create_time": "1994-05-18T13:44:26.620146", "lists": [ "cb553f2e-35ba-4b85-92d5-41046e3c7730", "941ba633-8126-4f77-aa4d-aacc98f5a759", "738db7bb-4e0e-4706-b8a8-8bfaf9e2b259" ], "avatar": "https://clark.com/", "event_id": "022e59c4-e68b-45cb-be2e-00c60c51e53a", "user_data": "victorcowan" }
- 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": "f13bdfef-7032-4d47-834f-f3b2c33b5924", "user_data": "244 Timothy Tunnel" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.84551991983542, "face": { "face_id": "ca5865fb-d6bb-4c37-be03-34e5d69bce00", "external_id": "HsWxdSPoUsWCkeWOTlby", "attribute_id": "1ca733cd-d33c-4769-bc8d-ad1cadf7b650", "create_time": "1979-09-18T16:47:34.203432", "lists": [ "0b4197f8-f56b-4c57-8623-50b5baa507c7", "26c34b46-0339-4240-90c0-3bc3317faff5", "2b3de51d-2b68-48a8-b50e-0597f384ea46" ], "avatar": "http://www.adams.biz/", "event_id": "d672ff99-513a-48f5-983b-d9b625bb072c", "user_data": "thompsonzachary" } }
- 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": 0.668162982462228, "face": { "face_id": "8de7bd89-5814-4051-ad63-8c6c2377d9da", "external_id": "ZHRltqgDYRMPlriOrpLM", "attribute_id": "079f0760-fc96-4f67-a698-eba3f7c24434", "create_time": "2008-08-25T09:03:39.405137", "lists": [ "86412406-fb6d-4680-a5a0-9ae6aac28492", "af834717-1cfb-44f7-8646-c2f768ead01f", "43d92460-9111-4fa3-9ca4-df89d97e7b10" ], "avatar": "http://cole.com/", "event_id": "9d4303e9-58fd-40ae-a697-d422a3ffd25b", "user_data": "trobertson" } }, { "similarity": 0.356284088767425, "face": { "face_id": "4c497a9d-41e1-48c6-b9dd-4935d446aa48", "external_id": "aKURqgNiRARiRCnrZykR", "attribute_id": "520d30f0-88ad-477d-8e34-8e9cebe73dd9", "create_time": "1972-10-13T21:09:58.665598", "lists": [ "64fd0241-87bf-46d5-893b-a70ea2a976cb", "a131228b-ded9-4b35-b42b-e7c1910a6dc8", "ec4d516c-fa94-44eb-9fb4-9ea5ac68d82d" ], "avatar": "https://nelson-navarro.com/", "event_id": "80c971f6-e337-4c31-bc56-92f31c32639f", "user_data": "burtonsusan" } }, { "similarity": 0.84415385570288, "face": { "face_id": "b788b487-a267-4e93-8b12-99f45d0224a2", "external_id": "ECEcnoDsXVKDAODIkhHw", "attribute_id": "06c616b7-8043-4e7f-8244-115d53a715dd", "create_time": "2022-10-02T12:38:28.669797", "lists": [ "68653e10-b41d-4393-8570-22775d4f89d2", "d5652ffc-9cc0-477b-bb28-061b4a7cef8d", "46e34b47-0def-4a3a-a8fc-5f721393c903" ], "avatar": "http://www.lopez.com/", "event_id": "812e304f-5735-4693-ba45-ba9ce77becb5", "user_data": "anna28" } } ], "list_info": { "list_id": "46290a5d-35bf-4599-8103-37d6e750ee91", "user_data": "2190 Michelle Squares Apt. 908" } }
- 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": "1b07681c-3d9c-4404-9bfd-77a7ad8fd848", "Luna-Request-Id": "aRcyePvFhKXGgXHttTCY", "events": [ { "samples": [ "fee87069-347e-4fe5-8aa6-0e6eed9b8858", "d78c37c5-a5ca-49d3-af1a-afe89e9e50d1", "b07115e8-d988-4a96-9895-69c7565b4a99" ], "attributes": { "url": "http://www.gonzalez-moore.com/", "attribute_id": "20f31b5a-9911-4d93-9f07-fb472057028c", "score": 0.177052473256458, "basic_attributes": { "age": 7, "gender": 0, "ethnicities": { "estimations": { "asian": 0.812567652953892, "indian": 0.417205876244049, "caucasian": 0.23679248735445, "african": 0.803724481172139 }, "predominant_ethnicity": "asian" } }, "samples": [ "1a3d1540-74e1-4c90-be98-2d2d7ad9eedc", "298e6d34-990c-4ea8-bd72-a1f9a7b24393", "fd401f9b-db16-4f74-9b49-31e93dc74362" ] }, "source": "2312 Sara Canyon", "tags": [ "UlQIaKxJsciCCaqVSdVI", "yLlvsNuGgzWhtYGwWOPc", "QNdkbHqcAGDrESpnojOP" ], "event_id": "29e86bac-77d9-4dbd-8218-00bfdb393d34", "match": [ { "candidates": [ { "similarity": 0.167696464271284, "face": { "face_id": "ce008f05-e409-41d7-997c-3ec15035c066", "external_id": "KcNrohShIXoqmqlsLsJC", "attribute_id": "e4d92bd1-8071-40bf-9167-51d1f8cf72e2", "create_time": "1995-02-26T18:51:17.495440", "lists": [ "843ba599-9ac0-40f2-aa4d-94d4eaec7e00", "d900e007-ce30-42b9-a848-73e0e62693d0", "5c6b7f8b-1b74-4816-8940-d9fcc91927a0" ], "avatar": "https://www.powell-flores.net/", "event_id": "217025fa-3f24-4eb4-98f9-1dacf4096c66", "user_data": "emilyjones" } }, { "similarity": 0.370567911814778, "face": { "face_id": "7afbe50a-9237-446d-a191-fb13a4ce4c95", "external_id": "tYTomNRsEHFKdCLaZhNN", "attribute_id": "222b4819-54ce-4e91-8a1a-3139bad2f0c7", "create_time": "1974-11-04T09:24:33.339504", "lists": [ "aefdb46f-bca3-4bdd-9836-ff2bd5be3a29", "9a43889d-5722-400d-b0b5-0bade6042683", "bbc6200b-494a-4ae1-8c38-97c49c82c35d" ], "avatar": "http://mclaughlin-stewart.org/", "event_id": "417a7dea-6e6e-408c-8cb8-42eb6870d77e", "user_data": "ingramebony" } }, { "similarity": 0.66933659495069, "face": { "face_id": "5cd71152-28c5-45c8-8f8c-e51de19b91ff", "external_id": "YYYTVoYeugaErfDBQNcv", "attribute_id": "1d81d7c7-287f-4e63-9400-cec5120cb4c3", "create_time": "1985-03-13T13:09:32.156070", "lists": [ "528a718a-94ab-48af-924e-d7931a77fd79", "f6cf2b63-ddc7-4471-b5f8-d98064ddc2c9", "6415e7be-38e3-4c85-90c5-42554f85259b" ], "avatar": "https://www.smith.biz/", "event_id": "d3646912-c01f-40ba-85c1-2cd9b2ad3556", "user_data": "browndawn" } } ], "list_info": { "list_id": "bacb24a6-442a-4894-a12c-379b41b5ab49", "user_data": "5762 Michael Highway" } }, { "candidates": [ { "similarity": 0.798198783871394, "face": { "face_id": "1d799ce0-696a-4cb3-866a-8314a6020508", "external_id": "VuEKpOdrkntoIfssYSPg", "attribute_id": "ab99959d-94ba-4c2a-a234-5f1d4a50ea14", "create_time": "2003-06-22T03:54:37.209671", "lists": [ "238cddeb-aa8e-4262-a3ce-161897d5c448", "dd5a85a5-e39d-4cd7-a875-c340e63b0558", "af9f341e-565d-4dcc-be8f-afcd0c726726" ], "avatar": "http://www.kennedy.org/", "event_id": "87117de9-dc83-48b2-92e1-201ee28daf49", "user_data": "wwoodard" } }, { "similarity": 0.911469396521407, "face": { "face_id": "d919619d-97b0-40b0-b89b-cd8bae3ef283", "external_id": "pscpvMDgfesSBsOryaJh", "attribute_id": "e8fd77c0-759d-424b-8f26-bdcb7adb1bad", "create_time": "2010-10-14T19:56:23.272526", "lists": [ "60048843-c6b1-474e-89b1-86922455e871", "deb22b47-66a9-4bbd-bc78-240f1bec1a0f", "77548e0b-b5e3-42ee-9f24-5b6bb85414c9" ], "avatar": "https://www.watson-kennedy.com/", "event_id": "f9d1aab8-c42b-4430-a5db-53ef68d6973f", "user_data": "longbradley" } }, { "similarity": 0.318417110131318, "face": { "face_id": "d95a54cc-7990-4aee-82c2-19ecb4471928", "external_id": "IybsyXqIvxHSxwgEZDjB", "attribute_id": "ac259a74-f15f-4b90-b377-8ff0c01c29fd", "create_time": "1996-01-27T15:53:49.993142", "lists": [ "ca46cde5-9920-4f42-8b07-88ffa28022ca", "09d18e39-78a2-47a8-97b4-ce97e33ea5a7", "4068b5d3-b24b-4a61-817f-628da68b9d72" ], "avatar": "http://www.smith-smith.com/", "event_id": "6204e273-cf44-4938-8738-f0198d41952c", "user_data": "davidsmith" } } ], "list_info": { "list_id": "a0449412-3df2-4ed4-8176-dbd90038c9f1", "user_data": "5637 Julia Heights Suite 330" } }, { "candidates": [ { "similarity": 0.742188638053236, "face": { "face_id": "4052bfc5-3672-418e-aed0-76457d1c3328", "external_id": "zgTYlbpGizBubvCLnXHX", "attribute_id": "4a3168a6-e628-4282-b376-30b512a99c6b", "create_time": "2000-06-07T01:33:35.132728", "lists": [ "9f8099dc-9b55-4a6f-8ae0-d3876ea29b1b", "83bb269d-0f73-4f15-814f-c59085ac3170", "72462a90-a3f4-443a-8d88-022aad6d8572" ], "avatar": "http://williams.com/", "event_id": "e92d4705-b009-4252-ba7d-3a5986d93da2", "user_data": "pachecojoseph" } }, { "similarity": 0.43086816650006, "face": { "face_id": "004552a6-2378-459a-b4d2-d03e5c3e461a", "external_id": "KsXORRdNazbDCZHBiQou", "attribute_id": "4c1e5219-6005-4209-8997-2c5e31dbbd03", "create_time": "1982-02-14T09:14:47.451623", "lists": [ "03253bc8-6458-4fcd-af87-842e5ffbca38", "1520bb14-9eb4-4a57-9ba3-aa39d72cca75", "c9bcaaa5-8580-48c8-aa27-77e24d827db1" ], "avatar": "https://www.bryant.biz/", "event_id": "75b9383e-edd6-4f90-975f-79ae3e7a14a3", "user_data": "gabriel20" } }, { "similarity": 0.381766178714219, "face": { "face_id": "53c0e9f9-5b42-46df-95ce-7e1f19ff8e70", "external_id": "EKsvKfgcYwBWSgsPMjnD", "attribute_id": "df5902b3-71cf-400c-8be6-48e5525daad5", "create_time": "1975-01-17T12:03:02.314479", "lists": [ "901c28b6-0c30-4599-aee5-c263a7415175", "08e8ecf9-8396-4030-8223-ad38d7dd23c7", "b2e8483b-550f-4147-b93d-ba976c5694d0" ], "avatar": "https://bowers.com/", "event_id": "8e67513e-b1bb-4628-bd02-1eccc95f953c", "user_data": "kimberlyfernandez" } } ], "list_info": { "list_id": "33fbfe4f-8cc2-452f-a224-2411a931b78a", "user_data": "773 Castaneda Lights" } } ], "url": "https://edwards.org/", "face": { "face_id": "a5206415-11f4-4fed-a9ec-243af1056f3f", "external_id": "gclisuZqZWoEWISfrgfp", "attribute_id": "dee58421-b7ad-4fbb-919b-7153a4422324", "create_time": "1970-11-13T17:55:47.640836", "lists": [ "cd62c568-6759-473d-aac9-743a67df78f6", "d9114e3d-f070-4105-b026-aaee42ff8973", "908ca26d-4eca-4ff5-a801-e0c772f73bd0" ], "avatar": "https://www.jackson.com/", "event_id": "659d3e26-4ca5-4c06-9f58-5c30ef516591", "user_data": "tammycruz" }, "detections": [ { "filename": "OTghZDJoqvDJCeZbZGDF", "sample": { "url": "https://www.hill.biz/", "sample_id": "698614ec-c11d-4b1b-9619-e35004a0c21f", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.604210530162514, "dark": 0.451018183076456, "saturation": 0.34861574454029, "blurriness": 0.944833051865554 }, "rect": { "height": 7465, "width": 1541, "x": 4185, "y": 1481 }, "landmarks5": [ [ 5564, 4967 ], [ 5714, 269 ], [ 1013, 5157 ] ], "landmarks68": [ [ 7469, 5611 ], [ 5117, 1994 ], [ 2756, 4640 ] ] } } }, { "filename": "VwZxxEehpclSHvlhwsaC", "sample": { "url": "https://thomas.info/", "sample_id": "b4261f61-ba4b-4ddd-ab49-945d25f619de", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.220692919368984, "dark": 0.72980318433895, "saturation": 0.66196170569555, "blurriness": 0.182826333587217 }, "rect": { "height": 5313, "width": 6907, "x": 1050, "y": 7953 }, "landmarks5": [ [ 8629, 4031 ], [ 8730, 7574 ], [ 1131, 6455 ] ], "landmarks68": [ [ 2424, 1574 ], [ 8462, 4533 ], [ 4483, 3005 ] ] } } }, { "filename": "GwrxgOCTARLQqBdPOWQo", "sample": { "url": "http://bonilla-morales.biz/", "sample_id": "eca28742-15d5-4d6a-b8c7-451016e45b41", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.551789145837482, "dark": 0.957392030801627, "saturation": 0.827552324972277, "blurriness": 0.306968199025033 }, "rect": { "height": 1018, "width": 6773, "x": 7070, "y": 9294 }, "landmarks5": [ [ 8534, 4649 ], [ 6768, 9570 ], [ 9925, 3426 ] ], "landmarks68": [ [ 6802, 2107 ], [ 5136, 6400 ], [ 6708, 6083 ] ] } } } ] }, { "samples": [ "94dc1db8-6589-4a0c-82df-78942a7903d0", 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