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": 80, "gender": 0, "ethnicities": { "estimations": { "asian": 0.583678081608938, "indian": 0.40623963262393, "caucasian": 0.588664410928188, "african": 0.168722571555503 }, "predominant_ethnicity": "african" } }
- 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": "https://tucker.biz/", "attribute_id": "05486bdc-089e-402d-b729-884ce6db96fd", "score": 0.349966200454737, "basic_attributes": { "age": 31, "gender": 0, "ethnicities": { "estimations": { "asian": 0.605453110718016, "indian": 0.862643404861674, "caucasian": 0.286044117117396, "african": 0.924169533779323 }, "predominant_ethnicity": "african" } }, "samples": [ "19639bda-d7fc-406a-b359-f425980fa08c", "110c4223-1f47-4ffb-8fc8-cd193b53e37c", "d36c6c08-29e3-45c3-aeca-b826ee961dd2" ] }
- 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": "ba14dd0a-6797-4571-9077-c54634cd3d22", "external_id": "WCJhAAOqZzkkYeAOgynv", "attribute_id": "b35eeab2-aa5f-4df9-bb89-967b24ed1ba0", "create_time": "1972-06-02T16:08:12.223876", "lists": [ "c2a4fcc0-03bf-4d13-9011-714b3e7a6521", "4a656110-3909-40c6-8d82-dd99f24c2a24", "8bd57ce1-41ee-4df0-b84b-dd72ca1614d5" ], "avatar": "http://www.blanchard.com/", "event_id": "6a459f43-e84d-4878-81ee-a4f34b4b0abb", "user_data": "vanessa56" }
- 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": "e95ba8f1-4e46-4cd7-8b2e-c2205e9829ec", "user_data": "587 Baker Spurs Apt. 829" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.630350241569674, "face": { "face_id": "8cb61f09-f980-42de-b7e2-4eab2754be78", "external_id": "VYUCXVjoSowAXIEmJMTM", "attribute_id": "40db01d2-0832-49b6-b31d-e6e329646b7f", "create_time": "2009-05-06T00:27:10.822690", "lists": [ "59ed14e0-6c65-42cc-a9a1-aa817b79d99e", "f03c9153-7c30-4417-b7b5-01bc63023429", "2e827203-dff7-4f29-bae6-692e3545b452" ], "avatar": "http://www.daniels-griffin.com/", "event_id": "936b574b-6df4-4732-a480-3a0a4d7f6a5f", "user_data": "taylorcampbell" } }
- 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": 0.315398913877693, "face": { "face_id": "d1ef1506-38a4-45b1-9d89-932eb00425a2", "external_id": "LkujhJZPaSqJRmiCchLf", "attribute_id": "fda08271-0e3f-4a16-af64-f1f2cb9f0958", "create_time": "1972-08-04T05:30:17.560905", "lists": [ "a4a91ec1-54aa-42ce-93a4-5b119cbfd058", "71a94f3b-66c9-43e8-8b25-3702595fef37", "6cc9c5f5-e3b0-4c5c-87e6-c96e3fcf4d3c" ], "avatar": "http://www.bell.com/", "event_id": "c9fd5ce4-a337-438a-8de5-ff6fa3d03b57", "user_data": "joseph18" } }, { "similarity": 0.798777683265164, "face": { "face_id": "b9e0276b-6989-4461-93cc-47edc1af324c", "external_id": "xECXgzZZXkhfXKdFogVl", "attribute_id": "9d9adf27-e8d4-4500-b9c9-e3a279b74b79", "create_time": "1983-12-10T09:46:12.400884", "lists": [ "4f835569-a1ee-4554-b846-9b1fba26e92d", "7cceeb12-7f62-4fcb-8df4-eacbd587c34c", "8e5b12bf-e9f2-4c94-8eac-1e002e1e35c9" ], "avatar": "http://robbins.com/", "event_id": "37b395d6-322f-4b27-9991-a56bb4b79053", "user_data": "halltimothy" } }, { "similarity": 0.361239798598291, "face": { "face_id": "69a19965-21de-48fc-91fd-132f3d658f9f", "external_id": "GhQYcyCJGXgGjSHeIElq", "attribute_id": "4125daa3-f663-4652-881b-9147461f499a", "create_time": "2016-03-15T00:41:26.969213", "lists": [ "3b4154e3-0e0c-4b19-9d3b-8e31c8481270", "1b2f23f5-818e-40bf-af7e-a76fd87803c0", "6df294ad-23b0-4f7e-8886-a87ad7e1c2d2" ], "avatar": "http://rios.net/", "event_id": "aa282fba-c40b-4d30-afbb-c5a92ffe1c81", "user_data": "oscar67" } } ], "list_info": { "list_id": "4cd9f927-d4f7-40c0-87fc-7eeaa9332f2c", "user_data": "553 Jessica Neck" } }
- 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": "db621630-f792-46b6-92f7-80a13ab8366f", "Luna-Request-Id": "IvVPDghPCkWkSGIiHVcb", "events": [ { "samples": [ "a38f847d-159b-4ef2-b79f-dd0b8b651a27", "42023da2-66d0-4b61-aae0-e8e4010bf59d", "f88bfe68-1ccf-4e85-912a-34487a19ed09" ], "attributes": { "url": "http://lewis-parks.com/", "attribute_id": "8a3bf483-4bdf-4ba4-a1b1-6e639d9150c7", "score": 0.75692235715447, "basic_attributes": { "age": 66, "gender": 0, "ethnicities": { "estimations": { "asian": 0.172745108773143, "indian": 0.866472636091831, "caucasian": 0.134659904443751, "african": 0.134389309304098 }, "predominant_ethnicity": "asian" } }, "samples": [ "d0bf9af9-b88e-445e-ab93-74ebcc7007f3", "ffe2f51e-f753-49b3-9a37-2d7f8ab93e0e", "9d5ae761-d71c-4a24-b5ba-c77cd891bb33" ] }, "source": "8324 Mcclure Mills", "tags": [ "EyaUfEohcSzlgiTyjybZ", "ALqVcBhFotHVMKhzCZmY", "wIPbOgXlGlwRYdRqkulK" ], "event_id": "4ade4b9b-0723-43c9-88b2-4940f0a1e55a", "match": [ { "candidates": [ { "similarity": 0.352799324606904, "face": { "face_id": "e7a9ec38-ff0c-4136-9db8-a3b578633f25", "external_id": "ogjVOAhlNaVmiapppZHx", "attribute_id": "e667b6b6-a43e-422f-9c36-81c4d3e25c01", "create_time": "1995-03-18T14:26:46.409531", "lists": [ "f5ad0087-9b27-4a56-9de9-6a6e8f7aa523", "39c1cd13-3218-490e-881f-b13a3a8f59bc", "d7a7ad57-122a-4285-80bf-af447e23ea6b" ], "avatar": "http://www.guzman.com/", "event_id": "acca68e0-19f8-4809-96e7-e8f2e2057e4f", "user_data": "jeffrey20" } }, { "similarity": 0.90992962199645, "face": { "face_id": "ca15bc6b-b927-44c4-9c91-28e5ee95600e", "external_id": "XsArxgYhXMUpnMUsPPnJ", "attribute_id": "f8f724b0-9593-49e0-91b4-e075ff9a0458", "create_time": "2014-07-04T12:56:02.449602", "lists": [ "2d51fe82-481c-45eb-9237-e50d7023ed64", "44053c65-37bb-49d3-b059-016399464b6a", "b59ecf17-9458-424e-8cba-7e1c103ede1b" ], "avatar": "http://brooks.com/", "event_id": "b984ce94-be4f-4f42-8f40-a996e9b02792", "user_data": "katrina23" } }, { "similarity": 0.999998843134184, "face": { "face_id": "9191c2f9-8ea7-4471-91f3-471b0e9db259", "external_id": "wjnEXHBITfJmLSSsqYmK", "attribute_id": "0636e6fe-d03a-44a7-9867-8380faa57e28", "create_time": "2016-11-25T00:10:08.103937", "lists": [ "28126e46-95e9-4ff8-825d-418bef54e918", "97081755-1d1d-44b1-a51b-424a0899c96f", "ba356844-7424-46e5-8a21-6385f0657080" ], "avatar": "http://www.martin.biz/", "event_id": "c7ee5e7f-1b2f-4217-914b-686aa491c464", "user_data": "donnastrickland" } } ], "list_info": { "list_id": "df7d58f0-860d-4718-a9b6-52768ca1d054", "user_data": "63895 Wilson Park Suite 432" } }, { "candidates": [ { "similarity": 0.12503779871629, "face": { "face_id": "32225e75-4a9f-4415-a35c-91207fa9da26", "external_id": "YTgXpBxBhpPxtMxgoxlj", "attribute_id": "b209a19b-1e06-4414-a516-46e7870bb670", "create_time": "2023-11-01T14:30:46.147792", "lists": [ "91b4a653-6ea7-4dd3-b2a2-e486c031b5c1", "95aee53f-1eea-4071-9723-548ec62e2c22", "74064a5b-dcde-4ffc-ace9-16272db4b946" ], "avatar": "http://jordan-cooke.com/", "event_id": "d162d773-4170-415d-9681-44ae4679a990", "user_data": "erivas" } }, { "similarity": 0.867011841395357, "face": { "face_id": "ab889785-4212-41f2-b74a-ce6df889d835", "external_id": "wsmMaWRIOEorUvRTxMIs", "attribute_id": "f8b87cf4-61cb-409e-9739-beae4633d8ca", "create_time": "1970-05-13T07:44:25.722552", "lists": [ "55107944-5478-49a2-acad-fd18e6e62755", "eb103cf2-78e1-413a-b335-904f63188a51", "b042a6b0-dd3f-471c-8996-2bf462174a1b" ], "avatar": "http://www.mcbride-ruiz.net/", "event_id": "6123f58b-76eb-406e-bd46-06ad2ec6bc07", "user_data": "xfreeman" } }, { "similarity": 0.475277836351624, "face": { "face_id": "e11c6de5-f5d5-43c2-9d2e-4a60d7e7820a", "external_id": "MKDDBTfaahyeDOxuFstR", "attribute_id": "92b57039-36c8-434d-9aee-f450ded05371", "create_time": "1984-11-07T05:46:55.562938", "lists": [ "048e372a-4d77-4213-a1aa-0fea131566fe", "75db3b51-7bcf-4b63-bcd4-2ee24a45a507", "5a4a117a-891a-4bed-888b-1192c293d4bc" ], "avatar": "https://www.castro-moore.com/", "event_id": "575da01f-ed6a-4b30-af6f-06117d71bc95", "user_data": "jenniferbyrd" } } ], "list_info": { "list_id": "dc65ec17-735d-4d29-8b58-cc65ea941a09", "user_data": "02311 Taylor Flat" } }, { "candidates": [ { "similarity": 0.406175186729673, "face": { "face_id": "ce8a896d-e1b2-4799-b6e7-fdb5ea995369", "external_id": "zwQnAHVrCpYTcQaDFukt", "attribute_id": "15171dd4-0227-4a1b-a146-fbe083530b28", "create_time": "2016-08-29T20:55:24.090851", "lists": [ "e7b8bed9-d8a9-4cbd-b5e7-85b9f64999ac", "fc177a6c-7ee0-4825-984e-592eb8a222d0", "6fcc1f28-32bf-4db7-9cdc-31cc4a614b3d" ], "avatar": "https://www.fitzpatrick-brown.info/", "event_id": "d0d4d5a4-cabe-4b02-a4be-830426efb1bf", "user_data": "josephbrewer" } }, { "similarity": 0.609048769573434, "face": { "face_id": "e055402e-1471-4ce8-9cf2-76e6d3dbddc8", "external_id": "ccsxhtbtpFMaxZJJvAtj", "attribute_id": "283773d1-0a63-451a-a8c8-ef16dba2ba03", "create_time": "1982-07-25T00:27:49.355229", "lists": [ "a2f15c11-fac0-457a-8bfe-eab8a0a50712", "345005b7-4d55-4839-8ac3-75a98e725e6d", "fc67cb36-ba9d-44a0-b953-e45042d55045" ], "avatar": "https://stewart-washington.biz/", "event_id": "595ddea6-7a0d-47fe-b100-aefc76ff25b9", "user_data": "emilypetersen" } }, { "similarity": 0.70497277865944, "face": { "face_id": "91f1700a-fdff-4e57-aca8-2e8bc2d47a6c", "external_id": "PCchvQeYhSBOoWGIWZQt", "attribute_id": "97f90b53-26b5-40b8-8c24-8af6fc9f950b", "create_time": "2001-01-21T16:13:46.998891", "lists": [ "4575bec3-ac42-46bd-93b9-a1f7322b357d", "a1f3608b-372f-4f2d-a9e4-cb8ad21b4194", "931516ba-fa58-40d8-bb3f-01ce246b7d99" ], "avatar": "https://www.wilson.com/", "event_id": "8bbf6a30-538a-4ccc-b2a9-4933059c9e89", "user_data": "williamsonchristy" } } ], "list_info": { "list_id": "4ab1dd13-4705-4b91-a6cb-1c1d5ad17032", "user_data": "7156 Elizabeth Ferry Suite 783" } } ], "url": "http://www.grant-ford.org/", "face": { "face_id": "7ac5b6c9-d93b-47e3-b73c-d534e2a6df46", "external_id": "pPkUcFmqyJzAcEdoiufK", "attribute_id": "8ca8d271-9865-42c2-908d-b815c5db42f7", "create_time": "1980-06-27T15:33:29.784393", "lists": [ "830a7d35-f16d-4387-9b0b-07af45de7ce9", "27f27f08-182d-4f26-af34-f3b75d6371c9", "12bd1c6a-2c4d-408c-92fb-c8b1de8ac418" ], "avatar": "http://www.munoz.net/", "event_id": "bf71bcd9-7fef-4dc7-80de-2c1e1b3c3af2", "user_data": "webbjulie" }, "detections": [ { "filename": "zCUkDPBgdcojEthEnCgJ", "sample": { "url": "https://conner-nguyen.com/", "sample_id": "34bbcd35-35e5-4eae-9b78-c906d5730149", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.563909956788593, "dark": 0.524686680694275, "saturation": 0.991343514555025, "blurriness": 0.304618524919126 }, "rect": { "height": 4966, "width": 6723, "x": 2766, "y": 2998 }, "landmarks5": [ [ 906, 1490 ], [ 4899, 4206 ], [ 2149, 2539 ] ], "landmarks68": [ [ 3252, 7891 ], [ 295, 1771 ], [ 1208, 2590 ] ] } } }, { "filename": "jaovUxDtiDmNuDThcvKE", "sample": { "url": "http://diaz.info/", "sample_id": "b9b30f5d-ae90-42aa-86be-27675f34a77d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.392726874780088, "dark": 0.572778286572475, "saturation": 0.344906958135525, "blurriness": 0.731150716516321 }, "rect": { "height": 9962, "width": 2739, "x": 1356, "y": 3756 }, "landmarks5": [ [ 9672, 215 ], [ 833, 3685 ], [ 8143, 6453 ] ], "landmarks68": [ [ 4972, 1993 ], [ 7868, 9929 ], [ 7782, 2737 ] ] } } }, { "filename": "jcZfDciaILEhaitJuLYF", "sample": { "url": "https://www.morris.com/", "sample_id": "f826e466-fac4-45b3-8cfc-ec44b46fcb82", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.28372681065098, "dark": 0.769959332467881, "saturation": 0.243399729450602, "blurriness": 0.661991952992751 }, "rect": { "height": 1579, "width": 146, "x": 2292, "y": 4308 }, "landmarks5": [ [ 579, 8221 ], [ 8, 9961 ], [ 8690, 4969 ] ], "landmarks68": [ [ 2728, 5932 ], [ 5863, 4406 ], [ 530, 9256 ] ] } } } ] }, { "samples": [ 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