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": 50, "gender": 1, "ethnicities": { "estimations": { "asian": 0.18680308402361, "indian": 0.457889863004966, "caucasian": 0.190030281132517, "african": 0.736721534472345 }, "predominant_ethnicity": "indian" } }
- 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://foster.org/", "attribute_id": "c4e0216b-b974-4c7e-8fe7-5217ae9fe061", "score": 0.549775341254261, "basic_attributes": { "age": 13, "gender": 0, "ethnicities": { "estimations": { "asian": 0.246036982617011, "indian": 0.593237577245088, "caucasian": 0.813378136119219, "african": 0.138354167450243 }, "predominant_ethnicity": "indian" } }, "samples": [ "d626d51f-cdcf-49b4-8ccb-6e5afccbca03", "e4252311-a4bd-41b1-957b-c6cf154ac4e5", "ea5f4d62-ee83-46bf-9a4e-8d4316d245ff" ] }
- 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": "d59503d5-6608-4dfd-b2bb-7e6f23ac277e", "external_id": "YcOxyZUMxURNWwZGfzPG", "attribute_id": "39aeea12-4e52-4d99-9b7a-91a0b6d1425c", "create_time": "2014-08-27T19:29:47", "lists": [ "2255f848-fbfe-417b-b1f2-8eb4bb5d2f98", "07b496a3-1f0e-48c8-850d-77fa7b584717", "11bf80da-f31a-4fe2-b8fb-8c12452b4e1e" ], "avatar": "https://www.novak-logan.com/", "event_id": "0e41bd56-908a-47f8-b73e-941610b75186", "user_data": "yburton" }
- 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": "89d1d0d8-b411-405a-85e5-3e52d4b66340", "user_data": "207 Jacqueline Path" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.714379879313855, "face": { "face_id": "4ebeebac-7724-437b-8917-34371bbb685e", "external_id": "gdweJregmRxiPtiKszkl", "attribute_id": "9b19bc47-19b9-47d9-a3f4-237c9165e7c1", "create_time": "2005-11-30T20:26:07", "lists": [ "167c3474-c488-4448-8183-060a63ad48d0", "09cf8ba0-51fe-415c-845a-0ca150bb4acd", "370692b7-e9ec-4760-a826-ce476212aec1" ], "avatar": "https://lowe.org/", "event_id": "491f8e5b-3ab4-455c-8b82-7eafb21c5d1d", "user_data": "dchen" } }
- 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": 0.147646369735956, "face": { "face_id": "28f54f73-06eb-4e60-95d4-f0f1dfb812eb", "external_id": "cfNMVqovVqidOlIWeDPq", "attribute_id": "67d33ee7-8fe7-4d0f-884d-b7b74e2f0003", "create_time": "1980-11-20T04:24:56", "lists": [ "5a3d8441-67c5-45ac-8023-11b7a0e4bb93", "8832326b-d7e8-4df6-9710-d3d4b722ac63", "13da0176-4bbc-4149-96e1-f142dec8d485" ], "avatar": "http://www.sanchez.net/", "event_id": "b23ab95e-11e0-46b6-a936-7dbfa0455135", "user_data": "robert64" } }, { "similarity": 0.954506536189852, "face": { "face_id": "aef0f3c8-31b6-4143-a133-f7b5305a9a09", "external_id": "PCODzrvHIuTjZpawlXMR", "attribute_id": "a203fa53-10f1-4553-96a2-01306d6eced9", "create_time": "1994-01-27T16:55:56", "lists": [ "348a8ac7-224c-484a-8d0f-d5996cd084ed", "f6a53ab1-9a69-433d-b7de-bc7de8d961c4", "83becd4b-1c11-45d1-9983-6fe475da302e" ], "avatar": "https://thompson.net/", "event_id": "1085ea44-536c-4541-a210-8368f621d654", "user_data": "allisonhart" } }, { "similarity": 0.878318444466117, "face": { "face_id": "5df42344-16a4-462d-92e6-088f08e048d8", "external_id": "OtpZCCAJYUFzbyGLBDXJ", "attribute_id": "f3c6d3d6-0e23-4dc8-a452-05bf00f2aa99", "create_time": "1972-12-04T22:39:21", "lists": [ "60f6bb81-6e74-47af-a8ef-c4711bc6ab87", "9c89d11a-49eb-43b4-ba27-66b78825bbb4", "09b3a5f1-0406-4a29-a9ba-7c3f1bb4db12" ], "avatar": "https://www.garcia-boyd.org/", "event_id": "17900a61-b33f-4c6e-98ff-cae145ec227d", "user_data": "robertmartinez" } } ], "list_info": { "list_id": "206dcb83-1a28-4a22-ab00-68d007d45063", "user_data": "660 Ashley Rest" } }
- 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": "d1fead93-3a7c-4cdc-944a-0fb4045a9ce8", "Luna-Request-Id": "kQkiVpwjkQyausvifelf", "events": [ { "samples": [ "d7848a9b-5746-4d0e-b960-eadbda36afef", "28472547-3dbd-40d9-ace4-ef358173ed06", "d66f156c-9892-4f00-ad03-42db6afc8814" ], "attributes": { "url": "https://powell.com/", "attribute_id": "2812c3f3-e7fe-4b8f-96ef-3a41335365ae", "score": 0.390422687233769, "basic_attributes": { "age": 10, "gender": 1, "ethnicities": { "estimations": { "asian": 0.394737470551697, "indian": 0.326048387088999, "caucasian": 0.770533863457124, "african": 0.260739115932407 }, "predominant_ethnicity": "indian" } }, "samples": [ "aaa39c08-414a-469b-b55e-0806356329d7", "32b6d72a-a2ed-4d00-b35c-588458e9e0c3", "0e37e165-c694-4e12-8f2d-895fb35e6903" ] }, "source": "330 Berry Shore", "tags": [ "QwEuJuqwXtDYAtQoruwY", "KgsWZeRBktiEYaYeyPVx", "GjoSouQiuQUBXRYCKXac" ], "event_id": "bd966bdf-a969-4fc3-b23c-3ac2c5ec807e", "match": [ { "candidates": [ { "similarity": 0.355684845359601, "face": { "face_id": "655d7745-aa3a-430c-b3fb-e918cd2df074", "external_id": "sVzFTfbFutTKntQmwyAR", "attribute_id": "9fc75619-ae52-4cfd-b945-17b60ede73b3", "create_time": "1994-01-31T05:40:12", "lists": [ "14193e99-1fc5-4910-9ab6-df25efcf8d75", "bd0e9dc7-d343-4955-b4ab-4e7a5238082a", "8aa16406-d917-4666-9729-824595bd000b" ], "avatar": "https://robbins.com/", "event_id": "cc43a047-9c03-425e-a784-006aa9632cb8", "user_data": "xthomas" } }, { "similarity": 0.291085399443982, "face": { "face_id": "7b45897a-88ef-48f6-aac2-8d222f6457fa", "external_id": "TbNbDqIxgilHrwYwBuSA", "attribute_id": "88c61b2c-7478-47f6-a674-95fc773475d4", "create_time": "1980-01-18T21:24:25", "lists": [ "cc273c34-ae24-4684-855c-ca9c2993f59b", "10a3947e-a0f3-434b-8655-2c538975f7c1", "cf25650f-6150-43bd-9b94-cce43335b73f" ], "avatar": "https://walsh-torres.net/", "event_id": "3d6b8723-9b3b-4e19-9336-cc85fa65c125", "user_data": "gonzaleztimothy" } }, { "similarity": 0.988711584216906, "face": { "face_id": "c5c73fa2-7a66-4b2e-8485-5c9eb8b1fa3c", "external_id": "yLmYZDuVnIXyVdMEzqXN", "attribute_id": "96c4e7cf-d285-4554-89b8-410d9b3f394a", "create_time": "2009-06-07T14:40:26", "lists": [ "afec6093-80ae-447f-8646-28cffd106c1e", "ef101605-0a0b-485e-8e98-50d274862a56", "d5f00e41-189d-49ec-a9d5-3dbbc21627f8" ], "avatar": "https://smith.com/", "event_id": "bb897882-78fe-4412-8819-55376f4c00b2", "user_data": "tracyroberts" } } ], "list_info": { "list_id": "b139b01c-0132-4a03-964b-6350acc8966b", "user_data": "628 Joseph Springs" } }, { "candidates": [ { "similarity": 0.95502738677652, "face": { "face_id": "9949a981-aeb6-4482-920e-da5d6e16b041", "external_id": "vLTEwOTGSKQLKnjPKzds", "attribute_id": "c23572c3-9b91-4c14-ab73-586e0fba2d24", "create_time": "1981-01-27T09:08:24", "lists": [ "0ae432c0-92e1-489b-91f7-a930b2780653", "65c6c964-ab2b-4170-b696-e35e21125843", "bd832f66-44c3-4db9-bc39-24349185f416" ], "avatar": "https://reyes-rodriguez.biz/", "event_id": "9ffa0448-16ab-4d57-840e-5595ecdfcff6", "user_data": "michaelkim" } }, { "similarity": 0.856837544756505, "face": { "face_id": "93d41caa-8a5f-4919-9fac-c649e506776d", "external_id": "UGbkZqGlfpudDFoLxwZe", "attribute_id": "dd7913ad-dc59-4bb8-bf1e-b74ba665c6ac", "create_time": "2020-07-23T16:04:31", "lists": [ "c9095c4c-fd75-4b70-b8da-dafa98b73d5f", "19a82870-30a5-44ea-9898-7f2139f225fa", "042c7d30-35b7-4661-9594-85b01ad68163" ], "avatar": "https://smith.net/", "event_id": "91a936b4-438c-4782-876e-307287efdf23", "user_data": "robert95" } }, { "similarity": 0.341941043863806, "face": { "face_id": "f2f4aa90-697c-423d-bd4e-3a5ee22272ea", "external_id": "QUEQoEBDdtIEPdkbzLOt", "attribute_id": "5baf8a97-51ca-49c1-8bf3-1e3b17bf2623", "create_time": "1993-02-07T12:36:09", "lists": [ "e186ab55-3dd4-4ca0-b25f-4fc7ebdb7e09", "1bb3edc9-54e4-482c-a8ab-0199680d56a0", "d06d3b6a-57fc-4e9a-ae93-6ce8c5eaa5b3" ], "avatar": "https://williams.com/", "event_id": "cd23919d-211d-4f64-8500-2add400e1c57", "user_data": "michele17" } } ], "list_info": { "list_id": "681cef0b-48c8-4980-9e03-5c49123975e9", "user_data": "47063 Amber Loop" } }, { "candidates": [ { "similarity": 0.473508645616527, "face": { "face_id": "beb3db6b-2f24-4529-9724-507dc7d94ee4", "external_id": "ByyXOBDArwHxBPKhSukB", "attribute_id": "f3fa51e6-a28e-455b-b140-dc7ddd5c6da2", "create_time": "2000-02-11T22:46:24", "lists": [ "ee5c3f4c-3f28-49ec-a01e-0b3e379cd6c3", "ba8d71b0-116e-43ef-8d1d-433f3ef5f486", "f1323d96-639d-4910-8ca3-c4f75d21e99d" ], "avatar": "http://www.king-hamilton.org/", "event_id": "894d65d3-2166-4a29-93fd-d58debd557cb", "user_data": "williamwalker" } }, { "similarity": 0.328244641600744, "face": { "face_id": "4e3f8d92-8451-4359-bb58-2866ccbb651b", "external_id": "PRKyMPsyoJuqHRUdMRpe", "attribute_id": "0b8f3ca6-1c55-44d8-bfa9-e2e2cc4ebef6", "create_time": "1972-06-21T14:52:08", "lists": [ "c89405bd-a3e5-4050-b28e-2618ade5272b", "b4abc1fc-5438-491c-a80c-27791a303d5a", "cf676475-7013-4cf1-8155-45af1bd57535" ], "avatar": "https://rodriguez.com/", "event_id": "93631855-4fea-4008-810d-b5b5e0cd2838", "user_data": "amanda33" } }, { "similarity": 0.479652600100362, "face": { "face_id": "6747cf89-784d-4143-967b-51b52cc8b4ea", "external_id": "qoniBpyZfcwhwNfJaSjQ", "attribute_id": "f4b68c38-cc58-4c2a-a6e1-1bf79c8fe082", "create_time": "1993-12-07T19:27:40", "lists": [ "bf1ff06f-7f04-47cd-a22a-9ecea9c569cf", "4455ddc3-c09e-4fee-8c52-4c314be183b1", "9fd4bb6a-6936-4e64-8eef-5ad7de4bda18" ], "avatar": "https://www.lee.com/", "event_id": "13f84939-8393-4dba-9c7a-8d35615345c8", "user_data": "torresjulia" } } ], "list_info": { "list_id": "f66ca013-3f51-4f3e-ab7e-1ed89e174afd", "user_data": "63584 Wright Stravenue Suite 383" } } ], "url": "https://padilla.com/", "face": { "face_id": "d0766ab7-f0c9-48da-84af-63aa2e259683", "external_id": "MXhblqoVrGecnPXTUWWo", "attribute_id": "a5c74fe3-eed3-44e8-892a-a7363fcd0b22", "create_time": "1983-12-09T00:47:08", "lists": [ "663a1717-0839-43d9-927b-65510c23565f", "475b0d2d-e176-4687-9dbd-26ceebcf3a50", "1059abf2-2c8c-43f6-9c80-6715dd12fcb7" ], "avatar": "http://www.brooks.net/", "event_id": "42eb68bf-dbb4-4734-94ca-0c7d86b6df14", "user_data": "erikrodriguez" }, "detections": [ { "filename": "WvkJZGolDEmDmePUhZcP", "sample": { "url": "https://www.rogers.com/", "sample_id": "e6706d96-b1e6-4957-907c-5822c4808051", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.888984185283197, "dark": 0.997099086646471, "saturation": 0.827824682067755, "blurriness": 0.716196447018451 }, "rect": { "height": 6716, "width": 7532, "x": 8849, "y": 8598 }, "landmarks5": [ [ 448, 2812 ], [ 4834, 6337 ], [ 6256, 1591 ] ], "landmarks68": [ [ 8982, 2615 ], [ 8905, 6572 ], [ 7400, 4923 ] ] } } }, { "filename": "CRJMEuPclLclcMRUMoJg", "sample": { "url": "http://www.obrien.info/", "sample_id": "7a60c626-fe04-4bbd-8898-875877328e40", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.494336964653475, "dark": 0.473132946061632, "saturation": 0.277609458660361, "blurriness": 0.892071294955303 }, "rect": { "height": 2134, "width": 5976, "x": 9489, "y": 3942 }, "landmarks5": [ [ 6874, 271 ], [ 1740, 1829 ], [ 6549, 8676 ] ], "landmarks68": [ [ 6462, 6922 ], [ 7277, 9281 ], [ 6315, 9901 ] ] } } }, { "filename": "MiABqmeapNLwwKGEOKAk", "sample": { "url": "https://henry.biz/", "sample_id": "5c02bbba-cc7a-4ed9-a418-b06c65a6d836", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.162820758427585, "dark": 0.111158566168744, "saturation": 0.343527149309697, "blurriness": 0.844625637299811 }, "rect": { "height": 5750, "width": 8075, "x": 9800, "y": 3650 }, "landmarks5": [ [ 4218, 2606 ], [ 9665, 7170 ], [ 9814, 2933 ] ], "landmarks68": [ [ 3189, 8153 ], [ 8851, 9544 ], [ 1508, 7768 ] ] } } } ] }, { "samples": [ "66529063-3017-4d26-855b-6469d5caeaa0", "f72c0b42-db13-4cff-9f71-8691d19cb888", "52e32387-b82b-4ce1-80cd-917ff46c3677" ], 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