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": 0, "ethnicities": { "estimations": { "asian": 0.217088779676368, "indian": 0.206704076879957, "caucasian": 0.2142600553474, "african": 0.502804184372643 }, "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": "http://ramos-hall.com/", "attribute_id": "5e47f9fe-309f-469d-944a-8faf46580c40", "score": 0.839802336819199, "basic_attributes": { "age": 96, "gender": 0, "ethnicities": { "estimations": { "asian": 0.608707508543878, "indian": 0.250008409082853, "caucasian": 0.7231160797391, "african": 0.758053927111083 }, "predominant_ethnicity": "indian" } }, "samples": [ "a4868236-cfc0-40c4-9866-55e094f4b3b3", "fac8e245-d1a5-4ca6-a168-ed8545058514", "e4ee4272-ab59-4036-90b6-809cef544a5d" ] }
- 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": "f2bb9e39-42fa-4b44-a84a-e256f1821f8d", "external_id": "CGsENdGJDKhNVfftLtBF", "attribute_id": "5c9b58ac-b426-4074-a030-71d78d8968d7", "create_time": "1976-01-29T04:23:33.429768", "lists": [ "24d04037-07d0-4464-8129-19a39d5b91ab", "9ae8ca9f-1c08-40ee-ac8b-e3152ad18e17", "b2c5eca7-cb1f-4fae-a56e-00f97dc9f2f2" ], "avatar": "https://www.morgan-wood.net/", "event_id": "7042e578-8c58-433a-b92b-d0921db6749f", "user_data": "fsullivan" }
- 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": "1b190c72-8ab1-4933-8c09-3a469f903f90", "user_data": "47600 Carlos Points" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.554773298305576, "face": { "face_id": "1c3cc48f-d200-4f56-a7b2-35ab62be4254", "external_id": "XCMSfZbzcdweQJxWkuDT", "attribute_id": "9ec8bce7-a7fc-41b3-8419-b58418a6946a", "create_time": "1992-08-11T09:18:12.444873", "lists": [ "3beb166e-95b2-477a-aad7-18a195d9e7ae", "44e4682d-b5ea-4347-a7d8-235974cd9795", "8b0f73cd-eadc-41b8-8a90-263a4df3d28e" ], "avatar": "http://www.watson.com/", "event_id": "dce798d2-7d80-42bc-931a-6f4fac62f58a", "user_data": "christopher01" } }
- 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": 0.775488166432493, "face": { "face_id": "e84e5af9-6bb7-4515-9b44-3c953a38b7a7", "external_id": "KFGjWggQZYVumxiXGtys", "attribute_id": "d4bb9626-b3b9-4a33-a479-a6fac5caadf5", "create_time": "1981-10-17T18:22:35.459567", "lists": [ "7fc3a264-c283-4387-9a2b-2f67d4205edf", "1ec50e55-efea-4ac6-9be0-0c1881b826b1", "6aa1e02e-bada-481d-bcda-028b371f8f1a" ], "avatar": "https://smith.com/", "event_id": "aea8b697-2319-46f8-9e39-a86a0f91a3a8", "user_data": "kdeleon" } }, { "similarity": 0.928609085417463, "face": { "face_id": "c60eaa15-6051-4453-a2c7-bda4f705c0ad", "external_id": "JphdEyHbufGHjtyKsXqu", "attribute_id": "48bdce0f-3fae-43c4-bf66-f0d8de3ba51b", "create_time": "1990-08-24T09:02:36.004152", "lists": [ "5c5d4069-afba-42de-bc4e-fc5be45b11d2", "e7cc9f9b-182b-49a4-b8b9-ba22de6de73e", "20f44e9d-12fd-4214-afbb-0eabfb8083fa" ], "avatar": "https://www.walker.info/", "event_id": "d7a4697d-09c0-4a2b-bdb2-2bb60531aa57", "user_data": "mahoneymindy" } }, { "similarity": 0.753859326953878, "face": { "face_id": "f219f6da-93a3-464c-ad00-0f9cc5a66ce8", "external_id": "HrMyNZsukKzCnCjJEVWW", "attribute_id": "be4b6af5-18e0-4a85-8715-754e79fc0fb6", "create_time": "2008-04-01T05:26:49.357574", "lists": [ "b11c156f-21b4-467f-8e3c-b72ebb964cc2", "6b2c88ad-6aaf-4404-a3ed-a49dd1084cf6", "d21fd1ad-2056-432e-8e26-a4c8134a4b56" ], "avatar": "https://carter-ryan.com/", "event_id": "e7187a03-e436-4a7a-ac46-dcdbd1f76e20", "user_data": "stephanie95" } } ], "list_info": { "list_id": "411d62a2-b798-496a-888a-441c42c7bf85", "user_data": "372 Jackson Hills" } }
- 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": "14d6d710-f0ad-402c-bf46-92e774f18574", "Luna-Request-Id": "VUDPCBlEwJuPkfMdymMi", "events": [ { "samples": [ "b50a09f0-dfee-4d37-8073-fdc741807b28", "1cf6e55d-ce41-467d-b4e1-58cc2a3d628d", "c3b6f2ed-b5db-4dab-a318-d75a3dddccdd" ], "attributes": { "url": "https://www.obrien-fuller.biz/", "attribute_id": "f55f3274-2d3c-4733-932c-c4c78b587da8", "score": 0.936653831739366, "basic_attributes": { "age": 32, "gender": 0, "ethnicities": { "estimations": { "asian": 0.409224082326134, "indian": 0.835064370711786, "caucasian": 0.894022703436256, "african": 0.625105179344848 }, "predominant_ethnicity": "asian" } }, "samples": [ "18dd59ac-31a5-4469-8ad5-8d8027cf0776", "ac6f40c9-ea86-4938-bc86-b30c778d9cf9", "9ca0ba22-4820-4492-af4d-f9f49346d282" ] }, "source": "54142 Mclean Station", "tags": [ "YwiVDRDJiarHKVZrcWDw", "OvctTKBysNrKjqAUfcKa", "CqsgbHxvbiEUtPyFkkOI" ], "event_id": "09bf1852-a994-44ad-a071-71eca98e587e", "match": [ { "candidates": [ { "similarity": 0.49776671948968, "face": { "face_id": "244610a5-7fff-4641-98c4-88fb64f55b85", "external_id": "TAiDYigwzjJyMRUpFjga", "attribute_id": "3480f227-8103-4f02-a6b7-f3e24a7777c8", "create_time": "2014-04-03T01:52:19.674055", "lists": [ "ec55fa6f-9766-42f7-90d2-2b565cd107f7", "35f0fce1-3d3d-4d72-9b8a-7bcc67cbadcc", "20bd90b0-3c02-4109-a31c-3dc8fdc31352" ], "avatar": "https://anderson.net/", "event_id": "db8ac6ad-3093-40b3-be34-01a2162231fd", "user_data": "glendaolsen" } }, { "similarity": 0.315546716212864, "face": { "face_id": "f03c192e-2afc-48e4-a350-8df942810783", "external_id": "cHNHIAkAvBAHaWZdmuNg", "attribute_id": "f8f41bbf-a86a-41b9-a0bd-3132119d6ebd", "create_time": "1994-08-07T14:21:36.890105", "lists": [ "6c3a23c1-0bef-46a8-ab3e-9376cd692d1a", "ec0b50cc-16ee-4018-9e90-1c6b2ab3bb1e", "3d755c5e-8d0b-4c35-90ad-ae959548b780" ], "avatar": "https://www.nguyen.org/", "event_id": "c75571b4-c620-4d7e-8f59-136a067460ca", "user_data": "floreslisa" } }, { "similarity": 0.34967760644683, "face": { "face_id": "9448260a-95e2-4dfd-816e-261b35b1a4a4", "external_id": "gLbqiEeTveSmboHeyqzC", "attribute_id": "a78808fd-e7ff-4a86-901e-aa10954371d2", "create_time": "1984-07-31T20:12:18.440720", "lists": [ "0c304817-28fd-446a-8450-0978b2d7c5c3", "9e15732e-d207-4dec-a2f6-155283139a0c", "cb70b0c1-8519-486e-82d0-c5905c31efd0" ], "avatar": "http://haynes.biz/", "event_id": "a2dcb304-7bd3-408b-8337-803e15553ecf", "user_data": "michael83" } } ], "list_info": { "list_id": "c14db07b-e178-408a-8fee-e50123f7b24e", "user_data": "3004 Morse Street Suite 070" } }, { "candidates": [ { "similarity": 0.228617790125749, "face": { "face_id": "182b417d-db89-4eb8-b6a3-76acf1f0ecfc", "external_id": "AuEkqLhMPZFXjUHFExxW", "attribute_id": "1a44d60f-3e5e-455d-a580-74b3d7146500", "create_time": "1993-12-30T13:15:39.450418", "lists": [ "cff214da-9a4d-437a-9d5b-4f4aa5ab70b7", "14445938-dee5-482e-9400-5083ea3fad0a", "243963cf-7438-412a-925d-f35dc6a8b095" ], "avatar": "https://griffin.com/", "event_id": "bf2eacff-249c-4214-bc61-0ad70e35b3d2", "user_data": "bshepherd" } }, { "similarity": 0.83142576661523, "face": { "face_id": "f6bb72a6-6535-4785-9ee8-ae4c4bbeb27a", "external_id": "NnVOZbsmPZAEmcSFCkqx", "attribute_id": "fa1b2a30-1060-4d6e-85cb-02cffdf7d54b", "create_time": "1994-07-18T07:14:52.502612", "lists": [ "ad9e49fa-d9ae-493a-a730-468a7c71e4a0", "9463895f-c76b-45f5-b8af-39e6d07a22b2", "a1b4bb11-2ed1-4598-bd1d-e4b6d0a7e87d" ], "avatar": "https://www.hall.com/", "event_id": "92bf6213-409a-4741-b0fd-101fa2c97234", "user_data": "xjohnson" } }, { "similarity": 0.254683530557465, "face": { "face_id": "ebb3ae87-27d1-43f9-b9a9-16d2a018a816", "external_id": "NlYoQeSgYpIGFMqrLaKY", "attribute_id": "994bcb01-39e2-4c1d-baee-f4e4cfc3e448", "create_time": "1976-03-05T06:37:08.390170", "lists": [ "905ffaac-146b-4233-abe0-0e8e5a9ed557", "6608c46e-fc9f-430d-aa21-9dcd7ac5f64f", "05e088a3-1f62-4afa-beed-ddee67170245" ], "avatar": "https://www.clark.com/", "event_id": "1f6e35e6-37ae-4c95-8475-8f911e9e9fa7", "user_data": "kimberly53" } } ], "list_info": { "list_id": "9811bbb6-8202-4825-b262-34df987cfeef", "user_data": "54748 Patel Wells Apt. 793" } }, { "candidates": [ { "similarity": 0.769934513031689, "face": { "face_id": "785a21a3-735c-4e22-bfb7-096a582f3f0f", "external_id": "QagjICupHAqdMIpOxlck", "attribute_id": "0cfd2e12-8f81-48f8-b0f4-e21c0f94df2f", "create_time": "1995-10-02T03:40:11.944988", "lists": [ "1d0d3596-3988-464f-a8b0-097c7e21f94d", "79e4ab8c-4c2c-4460-956b-acd52c6fa32d", "2d8a43f8-d41a-44f0-a553-72b1c6c7a15b" ], "avatar": "https://www.holmes.org/", "event_id": "574e97f8-48d5-48c4-9306-85f8d193229a", "user_data": "alexanderantonio" } }, { "similarity": 0.29723068338776, "face": { "face_id": "c5db5171-e773-46bf-b846-d1857f4ab7a4", "external_id": "RoHxCmAPlsmwOmVEtkty", "attribute_id": "2717a1b1-1600-4a08-8cf9-f6212b0e1448", "create_time": "2005-06-14T01:10:50.495031", "lists": [ "907620cb-517d-4f53-9d5b-3b8f1954fd5e", "c125cef0-8812-41f8-8549-304619e5648f", "c2d8f322-cb36-486a-98f5-7d60d513bd7f" ], "avatar": "http://www.wilson-kelly.org/", "event_id": "174063c3-47f3-4252-bf63-47513b109a56", "user_data": "andreawatts" } }, { "similarity": 0.129743147627875, "face": { "face_id": "843fd7ab-aa04-4d1a-8e4f-38d9d5abaf44", "external_id": "ncAvPmKTKClhiKauzFJm", "attribute_id": "67157d46-dbef-4330-ae0e-a5375ad9f843", "create_time": "2016-12-27T05:43:59.887303", "lists": [ "f43f19ce-14ae-4c1e-9710-28a2d43d1922", "c54fd211-8f17-4b28-88d6-3aae56908ef5", "ac7ad72a-8814-4247-9120-c0e003201379" ], "avatar": "https://www.perez.org/", "event_id": "9408a156-c78b-464b-807e-9832d1e0d8f8", "user_data": "kennethwoods" } } ], "list_info": { "list_id": "4a5add36-7625-44e7-9cd4-59cdeeb30377", "user_data": "220 Donna Circles" } } ], "url": "http://clark.com/", "face": { "face_id": "b770dfdf-2c7a-4777-9c15-3a8ca9b31226", "external_id": "ueXAjrVoXidDHCbhtDXZ", "attribute_id": "5210397d-7607-4f99-9705-2a14723b785a", "create_time": "2005-10-31T23:44:09.564402", "lists": [ "0170178d-e530-4d87-9bc9-31221aa9bb8a", "1dd668b1-0049-4b61-b692-bb7d7f3eca41", "8795267b-63e5-4d7c-9626-ec1a27517dad" ], "avatar": "https://baker.biz/", "event_id": "5349f4bd-31d5-4527-87b3-eddf77202124", "user_data": "andersonamanda" }, "detections": [ { "filename": "WxcXzYDZDByPvvOBWMgI", "sample": { "url": "http://cameron-garcia.com/", "sample_id": "621d63f5-f75f-4a59-bff8-876d44e8724c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.347231279903536, "dark": 0.766187922716449, "saturation": 0.333619800543021, "blurriness": 0.9676090135889 }, "rect": { "height": 4829, "width": 4428, "x": 9830, "y": 1795 }, "landmarks5": [ [ 3189, 6434 ], [ 582, 6269 ], [ 3220, 4803 ] ], "landmarks68": [ [ 9333, 6831 ], [ 9472, 7311 ], [ 1223, 6538 ] ] } } }, { "filename": "HIBmEgivvAJJlvjukhKZ", "sample": { "url": "http://hammond.com/", "sample_id": "ed8124f5-9829-4e16-a6bc-ce6f9bb8cd2a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.919134496236644, "dark": 0.463048377621293, "saturation": 0.92765733382256, "blurriness": 0.485151611277569 }, "rect": { "height": 122, "width": 7492, "x": 9659, "y": 661 }, "landmarks5": [ [ 2455, 8609 ], [ 6566, 6592 ], [ 5568, 997 ] ], "landmarks68": [ [ 7856, 5822 ], [ 930, 5589 ], [ 4025, 3515 ] ] } } }, { "filename": "CXecbatmYWOCvRFrbXbD", "sample": { "url": "https://vega.com/", "sample_id": "9e8bd8e5-fd2e-420a-bc69-dae2630ce1b3", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.971201762378546, "dark": 0.24032700635277, "saturation": 0.625307592225319, "blurriness": 0.634527308868319 }, "rect": { "height": 9040, "width": 8230, "x": 7073, "y": 2780 }, "landmarks5": [ [ 5264, 3274 ], [ 4078, 4767 ], [ 8892, 9681 ] ], "landmarks68": [ [ 8226, 5550 ], [ 3425, 9268 ], [ 2277, 5999 ] ] } } } ] }, { "samples": [ "773545f0-b14d-4680-9d4a-9270aaddd958", 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