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": 90, "gender": 1, "ethnicities": { "estimations": { "asian": 0.13693111361286, "indian": 0.264643591833947, "caucasian": 0.292092765843081, "african": 0.520731389312444 }, "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://bryant.net/", "attribute_id": "4448a80d-f6a4-4679-b8d4-3448fe882a21", "score": 0.805685503875012, "basic_attributes": { "age": 2, "gender": 0, "ethnicities": { "estimations": { "asian": 0.328325937720531, "indian": 0.71903404782493, "caucasian": 0.479505235358703, "african": 0.52032120165623 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "6d7f9562-c8eb-4d0c-b0ea-f3a72ed0b981", "959cb4d5-91c7-43d2-8402-c5446be879a4", "2b44999f-ee37-4a06-ae59-abae4ced0278" ] }
- 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": "cedfe560-17ac-4f7e-9d15-d6def312c4c3", "external_id": "ntLxveKdkkXBoIFDIuVl", "attribute_id": "e538221a-5cb1-44b7-83af-ec11b40c1232", "create_time": "2008-04-27T05:00:13.520015", "lists": [ "9f3393b6-6d71-4f6b-8666-594b26d70f89", "713c5b5f-f22a-4a2b-8726-012bf96021c1", "3f8cc150-984f-4f7d-a6b1-1ee2abd3071e" ], "avatar": "http://moon.com/", "event_id": "54a635b1-8699-49f4-b252-8b2fed534d64", "user_data": "michaelrussell" }
- 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": "b58dcc95-b70a-4db4-aa51-32b19e2ef0fe", "user_data": "453 Jason Loaf" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.497390650230237, "face": { "face_id": "2ee3a77e-ab6b-4bd2-86ff-3b0311ae7cc2", "external_id": "XGmrHRfBkxeIyZEzsXNE", "attribute_id": "7c27dc29-d60c-44c2-acb3-59dd42241b8a", "create_time": "1993-08-03T08:49:39.559031", "lists": [ "74131e86-703f-4938-a0a7-bb3e9819bf09", "9d8cd0ba-02b2-4fb2-9c37-c32cedf6c2f6", "f913b119-c157-4ebd-9ffb-4a9877c17535" ], "avatar": "http://johnson.com/", "event_id": "80979153-92b7-42d4-b177-f8ef067d4599", "user_data": "margaret00" } }
- 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": 0.725187106675761, "face": { "face_id": "0438ec8d-a99a-4a68-8a61-ee480a575db3", "external_id": "oeLeAdfqdfBPfmTlKRzy", "attribute_id": "fde50ad5-aa79-47ac-abe7-b4e5543c2fab", "create_time": "2017-02-24T14:51:36.623456", "lists": [ "2ac7dcc8-7f4e-4e47-b4c1-c168358c2c30", "7f9a8506-8d2c-48c5-85a0-87d8ea856d6a", "c57f9c93-3f43-4f69-9616-d762f3ac50b0" ], "avatar": "http://www.henderson.com/", "event_id": "d4ebf982-abc7-41ad-8806-768ad3341d21", "user_data": "agray" } }, { "similarity": 0.827776649539624, "face": { "face_id": "1ca7be6a-8cf6-4323-80ab-98484352ca2e", "external_id": "dHTnwoqIHxHfLfnTXvPa", "attribute_id": "dba87d9a-74ae-48f1-955c-98200bca7551", "create_time": "1978-03-17T19:02:50.893185", "lists": [ "7a5bc83c-d964-4f04-8c0e-96c0f9560ec2", "c5698b44-ad0c-434d-b490-379f04192d29", "b6bf31d6-e2a8-494b-99f0-8470917adb2b" ], "avatar": "http://www.flores-arias.info/", "event_id": "3b61761a-a44a-493a-aaab-063a4ea85aac", "user_data": "ramseyemily" } }, { "similarity": 0.844028516991332, "face": { "face_id": "72620d12-2fe5-484d-b122-28ca4e460c35", "external_id": "iCGvtfeMdAvUMwcbLTtW", "attribute_id": "a85a6886-db51-45d1-8ab9-2711629bdb60", "create_time": "1974-02-01T07:12:44.816165", "lists": [ "33ce4e99-c4e4-45de-ae28-fecb58890218", "794c064d-6332-432d-b497-94b202e33926", "4866291d-8371-42aa-8601-66ce0b9b8213" ], "avatar": "https://www.porter.net/", "event_id": "99763cfe-8970-45e3-9d10-7d159039824e", "user_data": "kevinboyer" } } ], "list_info": { "list_id": "91d0e605-7d43-4b39-90d5-c6d828da7dbf", "user_data": "0331 Jesse Courts" } }
- 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": "efaedc8b-6ef7-4ce9-ae90-3ef5ac45b62d", "Luna-Request-Id": "KayTPZtfBgsRfVCRBIhO", "events": [ { "samples": [ "7c4b39fd-2e4f-4be7-9987-97902c37ded2", "d87733b3-a864-4374-9afb-4611bd23c92d", "dc31d06e-da8b-4cae-887b-8904255bf310" ], "attributes": { "url": "https://www.moore.com/", "attribute_id": "a8c82a8d-5ae1-4b4e-b27d-f28813967a86", "score": 0.284805196414752, "basic_attributes": { "age": 18, "gender": 0, "ethnicities": { "estimations": { "asian": 0.470049127957947, "indian": 0.42740681473939, "caucasian": 0.320826135755171, "african": 0.215422319405282 }, "predominant_ethnicity": "asian" } }, "samples": [ "89afa4d1-8a95-4de7-bfe3-6bc9ff8e5e34", "8f25af7a-f8a0-45c3-9ca8-c211bd93791c", "e83a0450-c526-4d10-bc80-ea22a93e469b" ] }, "source": "83948 Doyle Rue", "tags": [ "yxfmWqRxWdiRhbKiQtrb", "YflhPpzOUETcwFtwmHWJ", "AncyPeYEbgmJlSXJDbxq" ], "event_id": "1756f02d-49c4-4031-b8fb-3c44eb497c78", "match": [ { "candidates": [ { "similarity": 0.962217717446381, "face": { "face_id": "a7cf5a4a-1872-477b-a60b-9df366a68d13", "external_id": "QWJyGBtXonMSyYbrQioe", "attribute_id": "fd972a2f-e763-40a4-b8f4-d69e1f21b2df", "create_time": "1984-05-18T20:13:39.923209", "lists": [ "cba690b3-b545-4a84-b702-b1d54cb1ef0a", "57f64aa8-814a-4aa7-8e41-325f9ef69fe8", "d94abe5c-014c-4bdf-8308-9d6afbfcf2ce" ], "avatar": "https://www.gross.org/", "event_id": "6a4a57fd-f6da-46b2-baf8-37f00d86f9b0", "user_data": "phillipsmatthew" } }, { "similarity": 0.766882898399883, "face": { "face_id": "c7d1e7f5-8b54-4a38-8821-ea4757906445", "external_id": "BnlnGFSIvwuXJEGxvYMl", "attribute_id": "e653dfb7-9881-49e3-bacc-9648bfc0a943", "create_time": "1989-12-14T00:28:21.885079", "lists": [ "3accd1a1-83c7-4086-a38f-ebbe6aec9597", "26990451-5734-4ab4-a6b2-dea1652ca385", "0ded1431-f4ef-4452-91f5-d3ec791ad705" ], "avatar": "http://www.hurley.com/", "event_id": "ca0d71ff-c4b5-4fcc-b05c-46916f6d6517", "user_data": "timothythompson" } }, { "similarity": 0.518599595890922, "face": { "face_id": "09a5e82f-078d-4258-9426-7a4eaaaf7dfc", "external_id": "CtOElEbSIcGdRRGKiZJF", "attribute_id": "5511872b-96ce-43b2-90e9-95a4b9c3a4e4", "create_time": "1998-04-14T06:55:37.254384", "lists": [ "5e2cf0b9-3d63-4270-ad90-e70ab29ffe15", "76c4005f-9f7c-4e28-aa7c-a1a055ef3778", "774c1a4f-6892-4012-ba7d-212cef6f02b2" ], "avatar": "https://www.young.com/", "event_id": "23425f7e-cc50-4f1a-a326-a20ef830d46a", "user_data": "amandanunez" } } ], "list_info": { "list_id": "7faebf26-85de-4474-a6ef-07bd49110b2e", "user_data": "75643 Joshua Roads" } }, { "candidates": [ { "similarity": 0.680954925389392, "face": { "face_id": "b146b86c-d238-4f34-ab7a-912b792f78d5", "external_id": "zMMTUjmcFdLPYvfbcYEm", "attribute_id": "f3ba9250-8045-477a-b944-9553aef853f9", "create_time": "1982-04-13T06:01:23.213792", "lists": [ "ea99f14e-8550-48a9-9d48-3429d23c9fd5", "955101d7-ab70-460e-a7ed-7b103adcd155", "903420f4-0ec7-46b6-ae16-ffa23b2056f5" ], "avatar": "https://www.hooper.info/", "event_id": "3dca032d-f412-4c40-ad8e-e3d7963665eb", "user_data": "carpentermichael" } }, { "similarity": 0.424167247651936, "face": { "face_id": "74653f0b-be7b-4278-b4db-0508aa055edb", "external_id": "wjumfCqcsEOookGqAryU", "attribute_id": "d744e8ae-30d8-43b5-a095-946fdf781390", "create_time": "2006-02-27T11:50:45.372232", "lists": [ "b94abc96-5950-4552-9a8f-ae47f7d079e4", "d2df4207-1b8c-406a-afa3-64a98dc75957", "19117911-bf00-419d-822c-9d5e535b86eb" ], "avatar": "https://www.sanders.biz/", "event_id": "8fdd64df-210e-43bd-ae58-df5c76c84bf3", "user_data": "josepharias" } }, { "similarity": 0.776700316782219, "face": { "face_id": "327efd2c-de1e-4ef7-a2b0-83d5f96c0775", "external_id": "VxmSTbQlhaJhsuWgJbLe", "attribute_id": "303b9ff2-8216-48d2-9e83-7826d346f169", "create_time": "1984-10-29T07:17:45.777423", "lists": [ "da0fd8e1-a49a-4e38-ab59-8d392585e3d0", "ddbf40fa-808c-4a57-b0fb-486396cd470d", "e2ac581a-05cc-40a2-ac41-57f623a7790d" ], "avatar": "https://www.white-krause.net/", "event_id": "50087cc3-5459-4e60-ade7-8b3110bf96fb", "user_data": "tiffany75" } } ], "list_info": { "list_id": "f705e630-b00f-468b-a9ff-e87566a5d01b", "user_data": "84053 Stacy Islands" } }, { "candidates": [ { "similarity": 0.83410535819434, "face": { "face_id": "0334f665-8e07-4018-ae15-be0e9aa18153", "external_id": "lAPrZAwDGQqpLmOdpLPe", "attribute_id": "55beeb6e-e4d0-48f4-bdf4-4c0926cba7d8", "create_time": "2018-08-22T05:34:51.037291", "lists": [ "4c88d6fe-c898-45b9-9179-b5b8cdbe7741", "c4280354-2790-47ac-8a05-ca337e04ebf4", "c3371921-db1f-423f-8b1d-edcda6112f52" ], "avatar": "https://martinez-soto.com/", "event_id": "c2829bc5-33ad-4e7a-83b7-4b084a30f957", "user_data": "brandi42" } }, { "similarity": 0.759468800644374, "face": { "face_id": "1f7bf172-cfad-4f59-8270-504902bbe6aa", "external_id": "brBmamdzqsAtiqJrDchM", "attribute_id": "b15e57c9-7345-4984-a32c-b9234254bbe5", "create_time": "1990-05-11T23:12:37.270495", "lists": [ "cfc5d90f-1df0-44c2-b2c4-75656fa93d47", "1da41995-3f0d-47c2-a79d-f7fdde83d166", "1afb14ca-7d0e-4a7b-b411-721f79b22837" ], "avatar": "http://www.stanley.com/", "event_id": "22b13e39-6b2b-42cd-8668-58a55c0ce1e1", "user_data": "tiffany56" } }, { "similarity": 0.836108780632586, "face": { "face_id": "2324a883-1506-4ff4-80de-40b0fa452c84", "external_id": "FyDXbDqcBqmePuatIgYB", "attribute_id": "d95f654f-6770-4df8-af91-2c3a5902139d", "create_time": "1998-07-15T00:05:50.019141", "lists": [ "3974340a-9277-4943-80f3-4c43899571ed", "fda54db2-f497-4b34-bf4d-ddfa5d83d87f", "9295f7fd-0e15-4716-a634-0dae0d62c419" ], "avatar": "http://hansen.com/", "event_id": "179e10de-e6a2-44a1-aee5-4eab3a56b90e", "user_data": "pattersonjohn" } } ], "list_info": { "list_id": "6c35d8ea-265a-45d5-98fa-d4b081f79cc1", "user_data": "527 Coffey Ridges" } } ], "url": "https://www.morgan.com/", "face": { "face_id": "0e3ce41f-ed58-4864-9306-d6d27d827f78", "external_id": "CrTvxszImSyVtVudSwMk", "attribute_id": "a888e658-b2d5-4e24-bd03-bfe40916de01", "create_time": "2015-02-24T08:32:02.252400", "lists": [ "f98a7154-fdd1-4acd-9615-3ccfd28a9409", "830f74b3-a582-4a14-aaf2-74c03850017a", "33d60fea-2fac-4a51-aabe-90243967d2d2" ], "avatar": "http://www.wade.com/", "event_id": "e3daa913-681d-4c38-a0a2-188e56a3321a", "user_data": "jameslynn" }, "detections": [ { "filename": "meedHWwxMBNISlvbznkX", "sample": { "url": "http://morris-neal.com/", "sample_id": "99de7c7b-edcd-4a43-b3f0-50091ab2722c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.167508053223757, "dark": 0.634984581767564, "saturation": 0.382280829309595, "blurriness": 0.25564668668563 }, "rect": { "height": 7584, "width": 9956, "x": 1916, "y": 1816 }, "landmarks5": [ [ 4558, 5341 ], [ 3262, 9253 ], [ 9976, 604 ] ], "landmarks68": [ [ 3331, 8396 ], [ 7287, 4219 ], [ 5931, 1191 ] ] } } }, { "filename": "XxFGlumVKfFeZNXZuZGA", "sample": { "url": "http://www.roberts-johnson.biz/", "sample_id": "e8793f02-3ef8-465e-9897-a5e2a9d7f9bd", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.983035220181964, "dark": 0.340408330817623, "saturation": 0.398465478328704, "blurriness": 0.264124259697535 }, "rect": { "height": 9409, "width": 6512, "x": 8959, "y": 598 }, "landmarks5": [ [ 7375, 9791 ], [ 4322, 4709 ], [ 9322, 1522 ] ], "landmarks68": [ [ 1911, 4311 ], [ 5401, 4288 ], [ 0, 8107 ] ] } } }, { "filename": "fNpwpwMaEckYsWIhOYWC", "sample": { "url": "https://www.ellis.com/", "sample_id": "02ecac51-c333-4242-b999-e83de11009da", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.158544347202853, "dark": 0.989713843151464, "saturation": 0.664247112001236, "blurriness": 0.351122531835462 }, "rect": { "height": 178, "width": 4904, "x": 1477, "y": 8101 }, "landmarks5": [ [ 7168, 62 ], [ 5999, 6093 ], [ 4041, 730 ] ], "landmarks68": [ [ 4838, 5519 ], [ 6236, 1907 ], [ 3116, 352 ] ] } } } ] }, { "samples": [ "4a5f8080-cf01-4acc-9f89-4f33f67ec130", "16b5c86e-ca0c-4960-bf5b-f639e53d34bb", 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