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": 2, "gender": 1, "ethnicities": { "estimations": { "asian": 0.371215264025203, "indian": 0.714037997228782, "caucasian": 0.463065948726337, "african": 0.86706733830589 }, "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://www.strickland-lang.com/", "attribute_id": "188d61cc-1e40-42c6-a684-7a59f2fe99e4", "score": 0.78475995432709, "basic_attributes": { "age": 79, "gender": 0, "ethnicities": { "estimations": { "asian": 0.709670845339508, "indian": 0.59671023659768, "caucasian": 0.690569871598157, "african": 0.307786513768595 }, "predominant_ethnicity": "indian" } }, "samples": [ "16b20235-6d9f-4e99-a25b-0ed19593eb11", "46fde1af-5819-4d09-9572-a8b97df80b39", "16f854a0-5207-4fe3-986a-3ddf5f77f2da" ] }
- 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": "e54989b0-c664-4b83-8d61-81dc9bb01465", "external_id": "OJsYCwMrlOrvSVXYCEtJ", "attribute_id": "ca195124-d115-4878-9ea9-2226008bf003", "create_time": "1977-03-04T20:10:31", "lists": [ "a5080cd7-5236-480e-927e-9ee24da2dd91", "985489c1-d200-48d1-a4de-eb8bbd69bd0d", "d1241a09-bc87-4fc5-addf-ed38b944f4fd" ], "avatar": "http://cantrell.com/", "event_id": "78fb9c00-0085-4bd6-b56d-6d0156a605af", "user_data": "awalls" }
- 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": "5d915269-eece-4d09-a7b5-bdf737e0978c", "user_data": "357 Brittany Spring" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.401215646241306, "face": { "face_id": "db7ff4ce-dc28-44a8-9367-77c69f107a48", "external_id": "zyUfyAFWlKTegAUgBYDf", "attribute_id": "52f4e020-5ab4-4c3d-824a-b0a6322dd879", "create_time": "1987-11-01T14:41:46", "lists": [ "188860c7-5e57-43ba-8b1d-1d674905401e", "45e27109-51cd-4db5-957d-8509e5ab9e8f", "c66a5ec3-5586-4952-8393-6e302eef28a3" ], "avatar": "https://www.beck.info/", "event_id": "f6df9c0d-05a4-40f7-a14a-d4769a527f7c", "user_data": "nicolelarsen" } }
- 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": 0.729251657387303, "face": { "face_id": "3bc33c40-7b99-499f-af12-04cd6da4d06b", "external_id": "XTICFFokDJmNCLhoTWuZ", "attribute_id": "3f70cc6a-5052-42d1-b45d-a031a5c78e80", "create_time": "1986-12-09T04:12:17", "lists": [ "36c13e73-a2d6-4a69-938d-4c1c420d5aac", "41b66b40-2c53-4169-9e79-5400c4580e17", "a70213a9-ec63-42e5-92e1-da65a0cd1a62" ], "avatar": "https://archer-gonzalez.com/", "event_id": "201ab1ef-e3dd-4c8e-bc11-46c38e7fbf28", "user_data": "nicholas86" } }, { "similarity": 0.391740159703928, "face": { "face_id": "f094520a-6d07-4aea-9b4c-6f022ac780d1", "external_id": "yAaSJiKgEcRritXhinCJ", "attribute_id": "84d7f8f5-ba21-4a4c-a6c6-6605e25d0bc3", "create_time": "2014-12-19T19:55:21", "lists": [ "a8c6e1a9-2d9f-459e-a611-9838f9b93bfe", "33428990-d2f5-4c88-a701-3f6db59bdce3", "e0f4864d-7f96-4e17-a9fe-a1b7bef96c73" ], "avatar": "http://www.thomas-hatfield.com/", "event_id": "27212625-e564-4cbc-983d-e739f4b2541b", "user_data": "martinezlaura" } }, { "similarity": 0.91445498593839, "face": { "face_id": "e7edfd91-224c-4d00-a2f6-500c7249b967", "external_id": "bWMAvQHCWuboiCzvFrxH", "attribute_id": "151c6197-11c6-47be-9176-0ec78f676359", "create_time": "2003-09-12T06:30:18", "lists": [ "1798a0ec-2b84-470a-8559-8defdfb0e54e", "3b3d78f0-e533-4eec-860a-3b7e7cbaf608", "28919f4a-5b06-42de-83bb-cddd42220a5f" ], "avatar": "http://brooks.com/", "event_id": "09f11db9-96d6-40c5-beb9-88449eed5b2a", "user_data": "michellerubio" } } ], "list_info": { "list_id": "51c07ed8-fec0-4c78-b976-9a98a53d09b0", "user_data": "432 Smith Spur Apt. 482" } }
- 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": "0a1a366f-7b33-49b1-8a8d-3be8f656ac62", "Luna-Request-Id": "TRsIyPHayrUHVgTQQquQ", "events": [ { "samples": [ "82491cf3-1e02-4b53-abf4-2252eb06868e", "0d44b922-7a3e-4fae-b5f9-333da723a473", "410731af-a17b-49c6-8d42-1c0c64d6ead7" ], "attributes": { "url": "http://giles.net/", "attribute_id": "73d0aae4-0410-4ecf-8dbf-fa8baa33dc53", "score": 0.716465826694175, "basic_attributes": { "age": 81, "gender": 1, "ethnicities": { "estimations": { "asian": 0.838029602529246, "indian": 0.828447376384097, "caucasian": 0.148239706966963, "african": 0.47316053022258 }, "predominant_ethnicity": "indian" } }, "samples": [ "cb56269a-9152-41a4-b2bf-361415285c14", "36e58ecc-5320-440c-bf9c-1ed67815786c", "996a38aa-b59d-4fd3-8d32-8150258f4acd" ] }, "source": "7865 Lauren Path", "tags": [ "zUgQLUiPovlneciegEih", "JDpgMUejThFlgBhZgJpR", "aJZDkYcBotvdeJRyuCAM" ], "event_id": "8cf94e88-3b27-46f1-bb5b-bf5c4b751c57", "match": [ { "candidates": [ { "similarity": 0.710291171881014, "face": { "face_id": "f870c0ba-b40e-4ecb-9d28-f88163d7c2e1", "external_id": "aciEQRcSPGxCAsZInodf", "attribute_id": "131c5d32-8fd0-4863-8a58-1e6561e19e70", "create_time": "1971-04-27T13:38:48", "lists": [ "70df31ac-8736-4cbe-9600-19ffaf3e804a", "1ada0409-a7f0-4058-99dd-3d1e8d609913", "fa9556ec-398b-493a-8f3b-2126d23fb769" ], "avatar": "http://www.johnson.info/", "event_id": "f4819e3f-8767-4ed8-ad9b-b9e0efca4903", "user_data": "jonathan45" } }, { "similarity": 0.191322093016793, "face": { "face_id": "c9067e7e-85ff-43a0-9310-b5f8b14a133e", "external_id": "prRBeGjlFEBKFKTLQyXc", "attribute_id": "0cc47a30-86b1-4fa8-b6b3-7eeb5e9d6cfc", "create_time": "2014-04-12T09:26:56", "lists": [ "c9a56944-2fbb-4b2e-af51-b8f5cfbbc5b4", "ee7d7e36-57e3-452a-bae4-baa382458319", "61045a75-1085-4526-82fd-afbf19be8b05" ], "avatar": "http://www.collins-fisher.com/", "event_id": "912e6d58-1bda-43ec-a50e-0caf8b1b0892", "user_data": "joel09" } }, { "similarity": 0.866227737465005, "face": { "face_id": "99ca3b0b-5615-4738-bf9a-b138dc93f1b5", "external_id": "LChZYJeQTlkADbWsLjoA", "attribute_id": "909850b0-a014-43a1-8121-6b28246f21f5", "create_time": "1988-08-08T12:18:26", "lists": [ "bb485952-75d1-4a01-ad59-7c1b9359d0ee", "fd1d4714-5df5-49ea-8191-6d09576cd2d2", "e30afa07-f10e-46ee-a23b-9d531e3304d5" ], "avatar": "https://boyd.com/", "event_id": "83a41028-77e9-4e74-8973-89ce2a9d9e39", "user_data": "jamiecooper" } } ], "list_info": { "list_id": "43850532-1b1e-4c7a-9344-988f83223c01", "user_data": "8857 David Oval Apt. 890" } }, { "candidates": [ { "similarity": 0.162713488377449, "face": { "face_id": "2303335c-a22e-4ea9-b506-7a5d26372f57", "external_id": "nwXvGxlTFSSZrlTLgAhc", "attribute_id": "84a6a2e0-320e-4c39-b899-d5f677629658", "create_time": "1993-04-12T19:42:02", "lists": [ "a6ebbb57-3d61-4202-8395-a7e051580443", "99c30db6-04ba-478c-8406-e24036752b07", "cd20b0a0-fec4-4017-9eef-9e7cc57e7c98" ], "avatar": "https://www.hayes.com/", "event_id": "48309806-a33c-4bf8-acbe-f85d30e4c666", "user_data": "brennanalbert" } }, { "similarity": 0.750931657429891, "face": { "face_id": "65c3b4b0-47f1-40d2-9226-9680ca275458", "external_id": "vovIFZYhohDBbKrIJszh", "attribute_id": "266c1c2a-75e4-45f2-bedc-a35d074cb677", "create_time": "2017-12-19T01:05:00", "lists": [ "343a39c3-a3f3-4605-be59-f16cb001673b", "c8e7cddd-b082-44fe-9a13-1089b53be9dd", "e0640f78-d001-4bbe-9fb4-684058521482" ], "avatar": "https://carter.com/", "event_id": "f31327fb-bab6-4ca9-9129-2fd3e6e7d34b", "user_data": "rachel62" } }, { "similarity": 0.82848053653668, "face": { "face_id": "6549ec3e-155f-451a-b4bb-7a5df0ee082a", "external_id": "foeTnQenuhavKitKNytC", "attribute_id": "27ff14fa-6c1b-4099-8017-adfd650a27ae", "create_time": "1991-07-13T02:28:33", "lists": [ "1887b89b-9dc0-436e-a403-4aadc6e31c13", "ab6c7e65-9414-4d60-9291-c24b880dbd1e", "f199443d-3154-44a4-b6de-bc5616201d4b" ], "avatar": "http://henry.com/", "event_id": "f36f54ea-7edd-4a41-9ea6-161f1b298c14", "user_data": "kelleykevin" } } ], "list_info": { "list_id": "e714f65c-edcd-4f63-9903-6540a8e36af3", "user_data": "27873 Young Isle Apt. 511" } }, { "candidates": [ { "similarity": 0.465608840769386, "face": { "face_id": "1933bd68-a206-4fad-9c2b-2695ac0c0eb0", "external_id": "JiWJUXEfjaosbXxknBEo", "attribute_id": "655cd1b5-8774-45a5-83d5-d7ae059a99c9", "create_time": "1975-06-11T08:25:31", "lists": [ "2d5d1cc7-580e-4c56-a7b7-c8dfebc98f99", "a16da22b-7374-4dcd-b25e-98d50d63205a", "56116a80-c9fd-4298-a8f6-0a279a50d860" ], "avatar": "https://collins.com/", "event_id": "a7e5bcf1-fca0-4901-b1ef-da8eab3242d4", "user_data": "amandaduran" } }, { "similarity": 0.242781045366718, "face": { "face_id": "180da319-c12a-4a6d-846b-7197f86903d9", "external_id": "HpmZMEQCPZisjQjQBdeC", "attribute_id": "10e928b5-2931-4a39-a274-7053564445c6", "create_time": "1990-01-23T05:37:48", "lists": [ "8b1c2909-a565-40b5-8add-74e54e618ae3", "2c13f71a-1987-4ea4-9b01-4f596e512b3e", "c5ff2674-f8b0-4f9e-8404-a96a157793c4" ], "avatar": "https://www.moreno-adams.com/", "event_id": "d127d4eb-f19f-4a97-b79c-7460312b8180", "user_data": "barbaraking" } }, { "similarity": 0.540333585243072, "face": { "face_id": "5ec2eabe-ce76-46b6-9b73-98d96991ab52", "external_id": "TJTvwGcihxgfAXSEqKqW", "attribute_id": "9699475b-eae3-46c9-995b-cec7ce59e349", "create_time": "2011-07-14T21:39:00", "lists": [ "75c58bff-57c2-4d38-85b5-627177f8aec6", "2cf6c667-e7b0-4a89-8ddc-de4accc5fd59", "44ca78d1-0173-4d0a-b23d-f2369c87cf64" ], "avatar": "http://scott-harper.net/", "event_id": "5e5210ce-1b0e-4f51-8f52-396153f820f7", "user_data": "michael11" } } ], "list_info": { "list_id": "f7de6522-6341-448f-9fab-688c905d4b04", "user_data": "996 David Common" } } ], "url": "https://www.levine.com/", "face": { "face_id": "d975050e-52dc-4811-9029-deeaf3d950b7", "external_id": "aEUostmtuSkLMAXzsmuo", "attribute_id": "003a0e4e-08d1-4d2b-87e0-d504170634ef", "create_time": "1977-07-20T03:01:44", "lists": [ "8d4e4863-2b58-4f14-9167-338d8e636533", "de37eaa5-eb8f-4e96-a8b6-993167fe8d64", "82ac45d1-ade1-46ec-9004-4662934cc77b" ], "avatar": "http://www.garcia.com/", "event_id": "51703e26-6b7b-4985-a354-2e2a52b2459c", "user_data": "stevensonnicole" }, "detections": [ { "filename": "dHAneBVfympycOPrnwdS", "sample": { "url": "http://rivas.com/", "sample_id": "60ec4a1d-5e00-45c1-8f4b-705181618853", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.314193490165054, "dark": 0.41672234606365, "saturation": 0.952611695960279, "blurriness": 0.634215815320346 }, "rect": { "height": 6776, "width": 6610, "x": 1704, "y": 4990 }, "landmarks5": [ [ 9971, 6045 ], [ 9129, 6601 ], [ 2363, 9664 ] ], "landmarks68": [ [ 7937, 2427 ], [ 5982, 9000 ], [ 7872, 112 ] ] } } }, { "filename": "afBWBXdiNbvSdllDgvwN", "sample": { "url": "https://www.webb-brown.net/", "sample_id": "f34b8e86-64b6-4245-8d7f-4c827ea6d569", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.943821872862638, "dark": 0.575586023431629, "saturation": 0.360416674437579, "blurriness": 0.502093071109876 }, "rect": { "height": 448, "width": 3155, "x": 2358, "y": 9305 }, "landmarks5": [ [ 8959, 616 ], [ 8892, 1618 ], [ 9659, 6349 ] ], "landmarks68": [ [ 3833, 3125 ], [ 6450, 5793 ], [ 1552, 9014 ] ] } } }, { "filename": "kEPcTpnQchOptyQxNvku", "sample": { "url": "http://www.moreno.info/", "sample_id": "36fda502-dd50-4cef-bdd5-29f8ced7f913", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.724520077752829, "dark": 0.195985305923723, "saturation": 0.464715051658151, "blurriness": 0.997131038492826 }, "rect": { "height": 8828, "width": 2856, "x": 848, "y": 3438 }, "landmarks5": [ [ 9201, 4635 ], [ 790, 4239 ], [ 9770, 862 ] ], "landmarks68": [ [ 4330, 4254 ], [ 7214, 1595 ], [ 2411, 2881 ] ] } } } ] }, { "samples": [ "d485f52e-e9db-467d-a0ab-739d331b26d3", "683a2967-9ad3-48f7-9cf7-42155bd22f41", "8414995d-39a9-435a-ab8b-677d34aca673" ], 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