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": 86, "gender": 0, "ethnicities": { "estimations": { "asian": 0.824698867338324, "indian": 0.737536591057583, "caucasian": 0.621862713359301, "african": 0.515881055216222 }, "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://matthews.com/", "attribute_id": "653607d9-d131-4175-bb0a-4e52538a0750", "score": 0.455425873425424, "basic_attributes": { "age": 51, "gender": 1, "ethnicities": { "estimations": { "asian": 0.811526492542983, "indian": 0.936719408334978, "caucasian": 0.939189654643455, "african": 0.153091541061272 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "133f477f-dfdf-41a4-a1ec-8b999da2b81c", "1ef7a774-3618-4682-8374-2fa47cef4e7c", "263cd339-29b8-402b-8d1f-f47502f418ea" ] }
- 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": "4c50aabe-b2ea-40c2-bfdd-76f9464ff96e", "external_id": "qKCdfRnIsqIlCsNSsVeM", "attribute_id": "e94bfdd2-b6b4-4632-839c-45830cb1f936", "create_time": "1977-01-09T05:12:51", "lists": [ "e0096126-8e85-4e21-8202-b3c0c7b63909", "36a77a27-7133-4b45-ad68-806ba3dc3c73", "bbc54dc5-bc71-458b-ae85-4353645450c7" ], "avatar": "http://www.hayden-evans.com/", "event_id": "bef292c0-94d0-4b13-8bac-7fcd386b148d", "user_data": "jonesrobert" }
- 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": "fde41cd0-2181-4171-a993-f94904999916", "user_data": "386 Eric Lodge" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.735084588306172, "face": { "face_id": "a74e3e61-ba39-4fca-b1d0-20cb32a8daed", "external_id": "tBfInymUTfFzNXvHATur", "attribute_id": "d2f959ea-2b61-4bd5-bede-3b0a285f5a3d", "create_time": "2013-10-13T20:47:44", "lists": [ "0f7e6c06-df79-48f3-bd3b-a06dc416b934", "7b81355c-8f8e-4d09-ba83-34065766d851", "efc5b11f-eb7a-4094-83d6-fdf22ed4273f" ], "avatar": "https://www.keller.com/", "event_id": "f883eaca-4b98-4fbb-8a36-3fe24eb56624", "user_data": "jasonrodgers" } }
- 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": 0.670889212796949, "face": { "face_id": "1c47c2ba-151e-4770-81f4-7b7382e7a329", "external_id": "EOMVAhSVgIPrCQjhXocz", "attribute_id": "47afefa3-f1f5-4a93-ae26-e80a21b34c38", "create_time": "1970-07-22T13:59:09", "lists": [ "8c579a8d-d4f1-4597-9996-372dcff4f2f7", "b23b6396-537b-483b-a815-a15584e215ea", "c35e0cdb-6555-4e14-a89a-8a55d5325f9a" ], "avatar": "https://www.smith.net/", "event_id": "4c0463c4-bc27-4bd1-ad2b-7d720ceed71d", "user_data": "heather56" } }, { "similarity": 0.759134734626811, "face": { "face_id": "0c151d83-334a-4a73-afd9-3f3f6754f8f8", "external_id": "rriTXQknSQZvmGLIECbu", "attribute_id": "cb702c81-740c-4a86-afcd-273ffa7db85f", "create_time": "2003-02-09T12:25:58", "lists": [ "ac5f9297-d63d-462d-93c1-379777cc6780", "a47a8522-7ac0-4232-93de-fb6361971c4e", "4f538363-7324-40f7-8b95-3a24bf520606" ], "avatar": "http://www.hernandez.org/", "event_id": "9f19d695-bcca-419f-a4e3-3295f08a7004", "user_data": "hamptonamanda" } }, { "similarity": 0.96109583426221, "face": { "face_id": "a85d5605-5323-4254-b8fa-8734eed37935", "external_id": "MDQpkwfLZTiMQlHyyWHr", "attribute_id": "3bc8a3a3-69eb-401a-ae1e-7aa064e71154", "create_time": "1974-04-04T15:45:27", "lists": [ "0913e22e-1e5c-4032-b04d-6d72dbeb06e2", "8cd2452a-122a-48cf-ac63-29d47aac67bb", "70195f24-a75e-46f8-93e3-9ee8f21d413f" ], "avatar": "https://santiago-myers.com/", "event_id": "7c57c6ff-8842-4843-89a2-cb1ce919b887", "user_data": "glovermargaret" } } ], "list_info": { "list_id": "d87d50af-e3f2-429f-b7b4-fc5d7f7599ca", "user_data": "520 Michael Points Suite 067" } }
- 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": "5f502cf1-d2d9-4ae1-ba9b-a77ce6f89e92", "Luna-Request-Id": "aTNBffMPivYzzowyjdHJ", "events": [ { "samples": [ "5188f5a3-12b5-4693-b784-81f04c23ff19", "1b4bb6f3-f6a4-4855-89d1-50b774d87604", "9741aa8d-ab32-46f9-b352-0d4415cebc56" ], "attributes": { "url": "http://www.mckee.com/", "attribute_id": "bcee373c-b988-4cde-9bac-c324de5ed9f6", "score": 0.716117068248964, "basic_attributes": { "age": 29, "gender": 1, "ethnicities": { "estimations": { "asian": 0.547324464813634, "indian": 0.965785304284676, "caucasian": 0.562472261987764, "african": 0.743219105318212 }, "predominant_ethnicity": "asian" } }, "samples": [ "2dbd941b-cff5-4980-8589-0751946fb03b", "d4ab0443-4b25-435e-8ac2-d74b2676489f", "7a6a314d-1b0a-4176-a37a-e6a533cc06ea" ] }, "source": "81341 Huffman Points Apt. 164", "tags": [ "nIHACYgwqfEnOhPMiWYq", "WcnmlqhQyEQzkuSocFbK", "XewrCyoWznpkEwplHdfG" ], "event_id": "3d78ce98-55b7-4156-a213-fa1356012de1", "match": [ { "candidates": [ { "similarity": 0.25531271561562, "face": { "face_id": "d37a7087-c523-4f12-9d3b-15cbcd2ff077", "external_id": "peKKMHGBjtFLzZtPnPmw", "attribute_id": "4254ba76-be87-4f25-a2de-0ded7c54b3c1", "create_time": "2004-11-18T23:13:33", "lists": [ "adaa3942-c369-4dc2-b883-e43afe5c413a", "92f644d0-4159-4b05-a15f-1a8b9e6e696e", "323ca8ff-9061-4bf8-b27b-2a23ce79f522" ], "avatar": "https://www.farley.com/", "event_id": "a9eda6d9-946a-4597-9332-5138b6ffdd47", "user_data": "peterjackson" } }, { "similarity": 0.556704142417485, "face": { "face_id": "e0e51639-47c3-4ff7-8646-37d21e73e74d", "external_id": "gbgWqBkRxSZozIQeECtQ", "attribute_id": "f2caa5fa-165d-42d3-9967-97da6dd76840", "create_time": "2006-07-06T21:31:11", "lists": [ "87f25735-bcf9-4e9e-a02c-8de70f8ccca0", "93683c61-391a-4b6f-b4ce-e0ebbd8cc21c", "e82c9789-7b94-41b7-a4d1-7d6ce596bd67" ], "avatar": "http://taylor.net/", "event_id": "502236d3-b8da-40dc-a867-27848a729d51", "user_data": "dgarner" } }, { "similarity": 0.25993428518078, "face": { "face_id": "555235e7-c2a2-4077-a238-a296023d3d04", "external_id": "TBMHyTLIxWARjALEmeUD", "attribute_id": "55a16cf3-5bb2-4658-bff2-e0545734c03b", "create_time": "1989-02-09T20:32:01", "lists": [ "4e6e60aa-020f-4e9a-980b-078eb20521b1", "580b7060-df64-4c51-acbd-4a88522c56d3", "dc35035e-1b17-435f-9020-645ae6a5ea4c" ], "avatar": "http://www.hall.net/", "event_id": "dbbc7316-f928-4394-b854-7905526d2089", "user_data": "douglas10" } } ], "list_info": { "list_id": "2d02cd5d-29c9-48db-b9ab-0730661b480a", "user_data": "96735 Doyle Place" } }, { "candidates": [ { "similarity": 0.270799166875555, "face": { "face_id": "1eb1c2ab-0cb0-49d9-a159-1f64adf55eed", "external_id": "RBQUPZeoclZicwVzRyYn", "attribute_id": "a0884919-81f0-4d2c-9ea1-ebe8bdd46098", "create_time": "2011-01-02T13:37:58", "lists": [ "a66f6187-a72b-4d02-9265-3b3b3c2aca9d", "f657dbec-09e5-44d2-be6a-88b502db5629", "d994ae18-18aa-428a-b592-673b88307329" ], "avatar": "http://www.brown-garcia.com/", "event_id": "a50946f0-40be-40fd-8d55-e3c05e39956e", "user_data": "ndillon" } }, { "similarity": 0.947477224261397, "face": { "face_id": "feb868d8-f575-4949-b3f6-9f0755a0598c", "external_id": "LgELFlfNpXGPKXZMrsQu", "attribute_id": "91f2bca1-69a6-41ca-9050-7c3dcc9d626e", "create_time": "1994-08-08T06:17:05", "lists": [ "ca836fe2-6abb-4b13-a7bd-03082c380c3a", "ab405949-a6fc-4b49-8778-5efa130b5110", "7787f374-e91c-4bb9-8945-3055b1f26bc7" ], "avatar": "http://www.baker-bauer.biz/", "event_id": "212f8733-3a93-4990-8cb8-3ff7d75113ac", "user_data": "jjohnson" } }, { "similarity": 0.265093007514387, "face": { "face_id": "842fc8e4-590b-4b66-ab7c-6b5a1c507418", "external_id": "ICMDqWbAWymHHLPzAvtH", "attribute_id": "e9bfd1db-3523-4bc6-986e-ff17701fd137", "create_time": "1979-12-12T07:17:29", "lists": [ "31ea636c-cf65-469e-be72-e2c7716c3240", "4fd3d963-67bc-44cf-8e09-5fbe34768929", "18143766-08c4-4c82-afb6-32869aa58d22" ], "avatar": "http://www.perez.com/", "event_id": "5a04c8e1-9b9f-4609-b503-7cdc27efdfde", "user_data": "nancyrodriguez" } } ], "list_info": { "list_id": "e064a1e3-faa7-4735-b1fd-a58eeb14f3a6", "user_data": "13098 Francisco Fork" } }, { "candidates": [ { "similarity": 0.661690494799568, "face": { "face_id": "aaf28d26-ee09-41b2-a1ca-0dffaaa6f49b", "external_id": "AgvOXHshpFraveXAmYmx", "attribute_id": "8ac7c5bb-bf96-41a3-a019-567a2b29b515", "create_time": "1970-01-19T16:01:04", "lists": [ "b3e99a18-c64a-4006-8241-8370d6e21676", "ada35b6a-792c-4716-bd96-bc54ce6af658", "6fd46e14-040f-47dc-bf82-6f09e9542873" ], "avatar": "http://marshall.net/", "event_id": "705857bd-f74f-4fa9-982c-174b835a32f2", "user_data": "john22" } }, { "similarity": 0.335982327841541, "face": { "face_id": "74f8a221-d62f-4fcd-923a-812e76db0d28", "external_id": "bIgIoLSahRXDDXNTyieo", "attribute_id": "8e30c8e9-e722-4bf4-96f6-adc8286a64e4", "create_time": "2020-07-10T09:53:31", "lists": [ "eb6d342d-7a9f-458d-bdba-e174dec03814", "551c3823-77d8-44e1-aeb9-a05318b4f5b3", "a0e5b12a-ebad-4e04-98cb-e098dd893fc1" ], "avatar": "https://www.dillon-taylor.info/", "event_id": "82ca8468-6e4f-4547-902d-51557a25a2c2", "user_data": "perryscott" } }, { "similarity": 0.396141410255116, "face": { "face_id": "3c3e1532-38e9-46bd-b094-7144810bd012", "external_id": "PhimDqMJVbuDYfxdFlOp", "attribute_id": "50d74eca-9c5b-4212-a8f1-649596bfe411", "create_time": "1970-04-05T12:08:12", "lists": [ "c6780ab5-3ead-4152-982d-ad28e723349f", "69c8a110-7d4a-4dc7-88fa-4f18199ddfd9", "0bd0b7e0-6d50-4510-80e4-ca0bedfb0d1b" ], "avatar": "http://www.hill.com/", "event_id": "51ab5f05-517c-47af-ad21-73b583743504", "user_data": "mwallace" } } ], "list_info": { "list_id": "d8a2cc5d-6635-41db-b2cc-566bc6e75c57", "user_data": "330 Williams Islands Suite 007" } } ], "url": "http://chavez-tran.biz/", "face": { "face_id": "a8ee9d99-f38e-40b8-a3ac-8e226d52e95b", "external_id": "IqfQTkQSLpTisMFpqwZI", "attribute_id": "47255852-5706-4b74-a0c5-b05085919b8d", "create_time": "1991-05-11T07:40:10", "lists": [ "64ca58ab-6696-4662-8cd7-9bf9030969fa", "aa7fe89f-c6cf-4850-85a1-d2ce83e2e46e", "84d96f6e-2fee-4d4d-aa0b-82970cb46eed" ], "avatar": "http://fox.com/", "event_id": "ffd829fd-2cf9-4616-8640-c6a5057a27c5", "user_data": "charrell" }, "detections": [ { "filename": "wRQuAblFdAVXBvczSiFp", "sample": { "url": "http://www.spencer.info/", "sample_id": "c8e9dfd5-2bd5-4419-aacb-a0b83197c5c8", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.315893185753387, "dark": 0.505751687111317, "saturation": 0.775337992964028, "blurriness": 0.867461834202122 }, "rect": { "height": 8892, "width": 4669, "x": 3619, "y": 6890 }, "landmarks5": [ [ 6411, 2178 ], [ 9288, 7120 ], [ 5067, 680 ] ], "landmarks68": [ [ 9254, 5604 ], [ 12, 4775 ], [ 7076, 4568 ] ] } } }, { "filename": "WTRkoMNLriBESUqxKkCr", "sample": { "url": "http://obrien-ballard.com/", "sample_id": "b2fadd82-dbb8-4d04-a282-2f03530e7034", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.80381642561972, "dark": 0.653353420025382, "saturation": 0.759066883849235, "blurriness": 0.656312052146175 }, "rect": { "height": 2082, "width": 7478, "x": 6018, "y": 2568 }, "landmarks5": [ [ 8068, 7163 ], [ 4537, 417 ], [ 7286, 5062 ] ], "landmarks68": [ [ 705, 284 ], [ 3440, 5362 ], [ 3452, 3439 ] ] } } }, { "filename": "oJazMOkduBvviVrkfCSz", "sample": { "url": "https://www.daniels-cox.com/", "sample_id": "414df592-e00e-4389-a795-e02c8b4d9a1c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.963581289122908, "dark": 0.193648765446425, "saturation": 0.374763104745015, "blurriness": 0.63637769647868 }, "rect": { "height": 3879, "width": 6051, "x": 5837, "y": 5456 }, "landmarks5": [ [ 307, 3111 ], [ 1637, 3518 ], [ 2732, 7664 ] ], "landmarks68": [ [ 1380, 4278 ], [ 1178, 8243 ], [ 7731, 9936 ] ] } } } ] }, { "samples": [ "0a4055b7-9b4b-4fc4-964f-969db79d689f", "3f6f0b63-4fb4-4c07-a858-57c4a253d397", "0243fa62-a57a-4d99-9352-7c0753791f5a" ], 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