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": 5, "gender": 0, "ethnicities": { "estimations": { "asian": 0.231481267505565, "indian": 0.46236792430204, "caucasian": 0.401909572174367, "african": 0.67275257499121 }, "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.spencer-wilson.com/", "attribute_id": "0a8d3368-4e64-4529-8e97-a70e4a18f24a", "score": 0.432892008943606, "basic_attributes": { "age": 3, "gender": 0, "ethnicities": { "estimations": { "asian": 0.369398903565449, "indian": 0.434058359403689, "caucasian": 0.169641771118366, "african": 0.126936450671377 }, "predominant_ethnicity": "african" } }, "samples": [ "10f5728b-e2dc-4158-8214-d3f36b9bbc7f", "339141b4-0494-40f9-a717-5e1c76283e71", "14c8f092-c939-436c-aa50-c243686615bd" ] }
- 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": "17e2b0cd-b81f-4d6f-b2c3-17b93684677f", "external_id": "pUlTvjhSbPTRndhwAgZx", "attribute_id": "4656f6f5-5121-4bca-906f-9ceff0a02ab8", "create_time": "2002-07-23T23:10:49.885702", "lists": [ "ff6e9a5a-e9a0-43d6-99ac-f50a8c5ecabb", "17ee4f1f-3e90-496c-9c59-a18b097b5968", "da07382e-baed-42cf-ac87-ed85e7ca5e6a" ], "avatar": "https://turner.info/", "event_id": "1ba974a6-56af-49f9-9912-55043534114e", "user_data": "frandall" }
- 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": "8cbfc704-36cd-42c9-b1e8-8ac50000fcdf", "user_data": "40121 Moss Knoll Apt. 318" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.1720059142881, "face": { "face_id": "615758ef-ef8d-4bf5-b2c9-0c64f6a6b99c", "external_id": "OZpRvOxPjemcexZDotLB", "attribute_id": "2af66448-c055-4201-92f6-9e149e027a50", "create_time": "1998-10-08T00:17:57.675644", "lists": [ "2abca04f-42cf-425c-ae7d-e1e2c899d06d", "9a3f504c-49eb-444d-858f-35cf49a79177", "80606cbd-8d79-43b9-bf32-476a337b6071" ], "avatar": "https://garcia.com/", "event_id": "6056d2bc-9c7a-432f-9366-81dd0cb22a6f", "user_data": "lortiz" } }
- 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": 0.808326130524316, "face": { "face_id": "252cb898-ad0a-46d2-afc1-901ed7867a27", "external_id": "AisKGSuMpOhkaqVQGmBn", "attribute_id": "52019ff6-e5b5-4bfe-a836-79b9b3f64784", "create_time": "2010-06-08T15:55:28.703976", "lists": [ "eacbec5c-1d1e-4957-9871-90bde4a30c17", "d366bfc4-9823-4bb3-9c35-aa5010c4e743", "be16fe8d-e4ea-429f-a06e-baf5408a6740" ], "avatar": "https://www.hernandez.net/", "event_id": "5d70b415-c30b-42ca-87d7-5af026edd28e", "user_data": "hortonteresa" } }, { "similarity": 0.475570487038645, "face": { "face_id": "b7a491a9-ae66-4d08-959b-3b20de264621", "external_id": "oKCZnUboBkspOkufUell", "attribute_id": "6d59d11b-6aaf-437e-b207-7a02a0f79461", "create_time": "1976-03-01T14:59:13.883166", "lists": [ "aa26ebef-4fc6-4f0f-9f8e-88c371d93288", "cc001940-4964-45e7-828b-9b29df78baaf", "6583d405-fab5-4abf-b3e3-03a75cb02995" ], "avatar": "https://olson.org/", "event_id": "b25e191f-1a59-4fa0-830e-54bfc26cd407", "user_data": "barrettjames" } }, { "similarity": 0.859582965791071, "face": { "face_id": "0c701ad7-2aa3-4407-9c68-d9d7568951c9", "external_id": "kDwmSYDGfJQEolraQXCd", "attribute_id": "ebc94e35-c5e2-4613-b6be-3ece95ac2c7d", "create_time": "2012-08-13T20:33:01.764703", "lists": [ "54c06a65-a967-444b-9e17-723280d25bcc", "357bc725-2895-42b6-b999-745fb7cefb94", "090e9b93-8b17-4f87-adf1-502d91a05db8" ], "avatar": "http://cox.biz/", "event_id": "f39a1e82-cfaa-48e3-98d1-0f3bc417bac0", "user_data": "rosaleskristina" } } ], "list_info": { "list_id": "d6c84e93-4172-4089-8103-4efae0fc1bb7", "user_data": "82190 Alexander Junctions Apt. 289" } }
- 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": "04c72940-5fd9-425f-8670-d410d831c649", "Luna-Request-Id": "pQcRwrEHcWAiXaHiVPfy", "events": [ { "samples": [ "21bf107b-bdf3-42a1-be0c-98a1e77ae122", "d1d7361f-4edc-4901-b451-22fca29ae492", "41a4bde2-60dc-4f97-a920-aefe8428c584" ], "attributes": { "url": "https://www.wright-reid.org/", "attribute_id": "0781746a-8fc5-48b2-ac10-7370fc7846fa", "score": 0.899533836933227, "basic_attributes": { "age": 82, "gender": 0, "ethnicities": { "estimations": { "asian": 0.28790837877463, "indian": 0.77807389964841, "caucasian": 0.559544132284802, "african": 0.431672692148764 }, "predominant_ethnicity": "indian" } }, "samples": [ "6376b9e7-23d5-47e8-82cb-4dab9c960941", "6c8a0f47-71be-4671-bbcc-50211d5d21bb", "c368fed5-51d7-4879-81a1-f2a29f7d169c" ] }, "source": "63676 Charles Mall Apt. 470", "tags": [ "VdTkjhhesRKAddltxbMv", "VyjOtkqBxXNhLLiMfPqi", "xAPeVEtYgytTOpYstBcW" ], "event_id": "93f4e2d8-c8c3-4bf8-af6e-f4e5bfb10ab4", "match": [ { "candidates": [ { "similarity": 0.109024421565489, "face": { "face_id": "6ca99994-1d05-456a-8cf8-c84c4fd75f23", "external_id": "rUbUliwiZDtkaFPIyAuC", "attribute_id": "b7601231-8058-48dd-af10-7804c0e81cf2", "create_time": "1982-01-03T12:48:42.922390", "lists": [ "ff55447e-3015-4030-ae1a-31e4eef03750", "3908c42f-32ac-443b-ba33-495fc91b8205", "ee96abeb-487b-4f05-b7d3-9efc4a30e800" ], "avatar": "http://www.wilson.biz/", "event_id": "228da357-9855-4135-bf6d-d15d9a9146cf", "user_data": "zreid" } }, { "similarity": 0.177207145434406, "face": { "face_id": "a9480381-6889-4be3-851d-e6831de9ea41", "external_id": "BoGcQQZZhWmyaylOwKGj", "attribute_id": "37b20555-74b9-4f29-9627-14ad4a124fd2", "create_time": "1977-07-02T19:32:45.017966", "lists": [ "d87fba4d-46e9-4872-be5e-ed14a09c6ea5", "2d20712d-0d35-43a1-b354-99f3132dd365", "f99edbcc-55f9-4f29-9eaf-022035f979a5" ], "avatar": "https://www.edwards.com/", "event_id": "f253ef72-6058-4819-842e-5a3ec5242bad", "user_data": "dawn16" } }, { "similarity": 0.471636400142629, "face": { "face_id": "41bbe316-6fe0-4277-8830-0e8c41afa31d", "external_id": "YQczoqOAmGIHEyKcghRU", "attribute_id": "e587200a-2224-4db8-b8bc-e8767b8a9658", "create_time": "1982-08-23T13:16:32.097495", "lists": [ "43c8c5c4-847f-49d1-8639-cd95f52760d2", "d5af8402-7839-4fa2-a478-8411ec38856b", "0af9d576-57da-4556-8d8e-87adc9bb9de5" ], "avatar": "https://gomez.com/", "event_id": "178de7bb-d7aa-49ad-a67b-4c8eab508407", "user_data": "haneyjessica" } } ], "list_info": { "list_id": "808393f4-9975-4cb5-998f-9a9753a4474b", "user_data": "10960 Carol Rapids" } }, { "candidates": [ { "similarity": 0.1826133444696, "face": { "face_id": "12ec1ad9-0c17-4939-8fa4-df6d61682b1e", "external_id": "ejWgWDaasYkWNCvANUei", "attribute_id": "cc277f9b-d572-4be1-8ece-06281987e471", "create_time": "2011-06-12T07:37:30.156658", "lists": [ "881ccbbc-15a4-4e22-a99a-044903c0db0f", "2fc4cc1a-a97d-4ab5-805b-f97ea1c0f57f", "a4d2a424-b49a-4ef0-90e6-cf50dc940e19" ], "avatar": "https://andrews.net/", "event_id": "6af1d61f-bd1c-404a-ad49-1259f3333a9f", "user_data": "conleysavannah" } }, { "similarity": 0.484585144569242, "face": { "face_id": "0a468d05-4247-4572-a29e-b86e15b5e3e6", "external_id": "ZXsIKiTeixeflaATJYfv", "attribute_id": "4e3d76f9-1c53-4661-b24f-083162971667", "create_time": "2014-05-26T07:54:39.126463", "lists": [ "95eb5d58-8c64-491b-952e-39beb9a420e1", "2d16e601-009a-4a2d-997c-86cb740ff236", "3b65f6f0-f58b-413c-a2a9-27d90a831270" ], "avatar": "https://brooks.com/", "event_id": "4520584a-3b37-42d6-b842-39a1f8389c1e", "user_data": "sloanjasmine" } }, { "similarity": 0.287121734157629, "face": { "face_id": "bcab4132-dae6-4c20-a607-7b7388a083f1", "external_id": "xfqByadJWgdeDfBzfnBv", "attribute_id": "3886e987-594d-4500-afe8-e37da68621b3", "create_time": "1970-07-26T23:50:27.542348", "lists": [ "0e9e8c9b-fb23-431b-a9f3-d55009bda22c", "7f4ae6ed-cc0e-4bd2-a996-843800a65ef8", "02b2733e-2ddb-46f3-9419-696742827716" ], "avatar": "http://pugh.com/", "event_id": "04ba7119-5541-4c7d-b624-5adf012ece6e", "user_data": "lindseystanton" } } ], "list_info": { "list_id": "af8ce099-06dd-4be6-9b59-d91bb84c3a4d", "user_data": "60835 Brent Land Suite 972" } }, { "candidates": [ { "similarity": 0.650272643814327, "face": { "face_id": "b0b29a76-5d21-4323-a69a-0ff1ea7c1602", "external_id": "GDwqZkaghTfjWoAdDRsv", "attribute_id": "5fc99f52-bfca-448a-a671-22a31582fa06", "create_time": "1973-09-24T13:06:30.671794", "lists": [ "eef341f4-22b3-43cd-9c1b-1c7e70375eb1", "34149ce7-ebed-4b6e-b19a-43ded335c34c", "d29c2f3b-08be-4b86-b035-21633c548dbd" ], "avatar": "https://www.wilson.com/", "event_id": "555622ba-901e-4a5a-84aa-bd5a704c3eb2", "user_data": "bethweber" } }, { "similarity": 0.228836404092088, "face": { "face_id": "937731f7-c2f4-483b-b01b-9a834b460f76", "external_id": "XgXGPbTLegrIgCeOTdum", "attribute_id": "0eea3235-4ba8-425e-a497-079a5cd93fd3", "create_time": "2009-04-30T16:46:14.677801", "lists": [ "b9523e4d-4b9c-49e6-b991-f29dc3d4e92c", "f13cdd9b-5280-4280-9968-f55501c07eff", "f87b6164-d1fc-45ae-8f81-35cb6e146fcf" ], "avatar": "https://www.ingram.info/", "event_id": "1b822e8f-beff-402d-b209-b50ab992bce5", "user_data": "jameshernandez" } }, { "similarity": 0.736387017784619, "face": { "face_id": "57f3128a-b15a-4134-83eb-fc5d9cbea1eb", "external_id": "RyaykBMsEteCgRdtpsqp", "attribute_id": "0950d454-8840-43c7-a139-2b1e195e048a", "create_time": "2012-06-17T18:06:25.565624", "lists": [ "60bfd54b-7e12-4d8c-9ab2-352314b33944", "61c9937b-518e-4615-91e2-019f45038c3b", "5c811213-0c13-4df7-8449-1071bc5ef312" ], "avatar": "http://www.bernard-vargas.com/", "event_id": "5d3ea7c6-2858-4c3a-b7d8-3e297cbc3c6b", "user_data": "danalee" } } ], "list_info": { "list_id": "d1d85023-900b-454e-84d3-d42e3d057f97", "user_data": "465 Sydney Keys" } } ], "url": "https://www.paul-norman.com/", "face": { "face_id": "8d3af885-bdfb-49a2-8c2c-6a99f4663bf7", "external_id": "ZClEZPSUmJKnpdAfBKqm", "attribute_id": "7d7c907d-88bf-41c0-b07d-099afa901a7a", "create_time": "1989-09-09T19:21:19.037597", "lists": [ "38dc10e6-44ea-4ad4-ab56-c52521652c5b", "51f45908-f49a-4d2a-b727-6e8e1251404c", "1466c2de-77ea-4144-995c-d0aad8df22a1" ], "avatar": "https://jones.biz/", "event_id": "e6219534-5c2a-46f5-a29e-7ae64c3d447c", "user_data": "lisa38" }, "detections": [ { "filename": "lyTCctjVYsdcOnYIewhI", "sample": { "url": "http://hall-graham.com/", "sample_id": "a65009fd-8a3c-4493-b486-5ef5adc628a9", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.880410255663751, "dark": 0.101790290570868, "saturation": 0.501967221618158, "blurriness": 0.966207029446083 }, "rect": { "height": 5202, "width": 9711, "x": 1022, "y": 4548 }, "landmarks5": [ [ 588, 4200 ], [ 2205, 9491 ], [ 5558, 8987 ] ], "landmarks68": [ [ 9566, 1792 ], [ 5320, 3180 ], [ 7772, 4152 ] ] } } }, { "filename": "CXnGPXLTiAozBfWJYKMM", "sample": { "url": "https://martin.com/", "sample_id": "4bb22382-5cfb-4483-b8ab-b70370b7ba8a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.619869272386327, "dark": 0.508060947285901, "saturation": 0.4155872221413, "blurriness": 0.440804981103065 }, "rect": { "height": 3313, "width": 1995, "x": 1877, "y": 9206 }, "landmarks5": [ [ 527, 1482 ], [ 6426, 6060 ], [ 6696, 2371 ] ], "landmarks68": [ [ 5537, 4837 ], [ 838, 6119 ], [ 8033, 3074 ] ] } } }, { "filename": "oQOXQFJuRhCbFcTwbhKO", "sample": { "url": "https://clark.com/", "sample_id": "1b2c5a5c-7633-4393-972d-ad9da0b0d2de", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.911495131271551, "dark": 0.204319004920943, "saturation": 0.369877003175739, "blurriness": 0.911446083692161 }, "rect": { "height": 8235, "width": 5115, "x": 4744, "y": 2118 }, "landmarks5": [ [ 77, 9145 ], [ 3171, 4536 ], [ 9883, 139 ] ], "landmarks68": [ [ 520, 5538 ], [ 2861, 6544 ], [ 4756, 6536 ] ] } } } ] }, { "samples": [ "a65494da-65ab-483c-83a4-b04c5ce46d5c", "986d47ec-a176-4fe5-9372-ce554d793fa5", 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