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": 95, "gender": 0, "ethnicities": { "estimations": { "asian": 0.590954061063293, "indian": 0.773041823349468, "caucasian": 0.805524186116054, "african": 0.902631659787176 }, "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://morgan-peck.com/", "attribute_id": "c52a1caa-673a-4e4f-88e9-c15267555952", "score": 0.975511310400098, "basic_attributes": { "age": 63, "gender": 0, "ethnicities": { "estimations": { "asian": 0.336949653324765, "indian": 0.886373664834953, "caucasian": 0.287203369674532, "african": 0.319944442776081 }, "predominant_ethnicity": "indian" } }, "samples": [ "df8358b2-436e-4760-b861-74c270c0f91e", "41551369-fb03-4b0b-a071-d3f930120ae2", "cc02dfbc-8647-41df-985e-246d1fd9226d" ] }
- 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": "79eda8b4-f37b-4e80-a453-0418e362e7ed", "external_id": "WHafApXCwAwdoagWPaqq", "attribute_id": "136683d3-99f4-4a48-b127-caa5456448de", "create_time": "2002-04-30T21:30:32.475194", "lists": [ "2c85dd0f-a522-4b86-9362-dea176f530bf", "8f1a6875-cb37-4bda-b8df-c93a376f1cb4", "2a3d1759-f70e-45c1-8229-4aabe0f87db6" ], "avatar": "http://www.murphy-hernandez.info/", "event_id": "479d767d-4ed2-463e-b439-6a6416793cbd", "user_data": "rodriguezbrian" }
- 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": "76220a8e-be01-4ecb-a6ae-e12436acea5e", "user_data": "428 Ryan Hollow" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.867489364346557, "face": { "face_id": "ff8c5bf1-7131-4308-8a3e-beada1ade39e", "external_id": "GbsMsDfiPJJuKyGkKpea", "attribute_id": "865b4dc1-4547-4949-a683-ccfa5a48389d", "create_time": "2023-11-07T12:40:52.409291", "lists": [ "93ff137f-194b-4b43-becb-eb6665840dbd", "b2695b1f-caf2-48aa-9fad-dc5d62a66fb6", "a421fdfa-1ba9-4f03-8116-a7d9f0dab755" ], "avatar": "https://www.martinez-morrow.biz/", "event_id": "bfccb221-4413-48b6-af1d-ce94d5b45121", "user_data": "rharrison" } }
- 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": 0.58593223733841, "face": { "face_id": "a923f780-92d1-4df6-aced-b3774ac8de70", "external_id": "ZMtcZwrjKNsccOJkCypu", "attribute_id": "60aaa3a2-08d6-4892-8093-fa1545b2abac", "create_time": "1976-06-29T16:56:29.019677", "lists": [ "4859d54c-026c-4095-9013-66d5c4eb0694", "80971cba-a4dd-4688-9b41-5af14d22b777", "6b36cd1e-30ea-4184-83c2-053d0bf2c64a" ], "avatar": "http://www.richard.com/", "event_id": "01f50385-13f7-4ad4-bde4-9462c4a22538", "user_data": "davidmarshall" } }, { "similarity": 0.732424031145553, "face": { "face_id": "99843c5e-8dc5-4590-9127-72d976269827", "external_id": "qGSxWMofrQjnqqwBlUDY", "attribute_id": "59bcd3e8-558e-4f76-af68-b2e33f52ded3", "create_time": "1976-11-01T17:37:21.509796", "lists": [ "8228f95b-b1c5-47fb-9896-ae9f0a3b4066", "f84b9d8f-4703-4c8a-a91e-56e41c004c75", "eefbfde7-c6c7-421d-b833-9c85143bbb6a" ], "avatar": "http://potter.com/", "event_id": "def3a74b-7aa5-4cbe-818d-e88ffd466963", "user_data": "cmayer" } }, { "similarity": 0.467996914009301, "face": { "face_id": "edb53c7d-df96-4616-8f5f-ef08cb6d09fc", "external_id": "moDETdyitvGheosGLgfq", "attribute_id": "8a9ffce8-e2bb-4016-8ad5-90fcb925a54a", "create_time": "1992-02-23T11:31:44.266544", "lists": [ "c13a5b23-d50b-4203-b0ca-87a6f5a4c080", "dfa654c4-8423-4122-8fdd-f782ffbb1e96", "c559aee3-c9db-4469-879a-cc7fc545fbe7" ], "avatar": "http://miller.com/", "event_id": "3dd387a9-ff12-4629-8fb7-62ec10715152", "user_data": "drios" } } ], "list_info": { "list_id": "689b1da8-863d-4c6c-8c96-b288a89780c8", "user_data": "17619 Rebecca Mountains" } }
- 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": "4bdf8bbc-1567-40af-8e15-e34c43370262", "Luna-Request-Id": "EIktceHzMmiLEnsWiaPJ", "events": [ { "samples": [ "2599fa32-44e2-49f1-84f3-be929034831b", "e7361c58-82dd-4a26-8412-04ddb76f4999", "37ba0dc5-bd3a-475a-a3ce-bc2ca4cd59f9" ], "attributes": { "url": "http://www.carrillo-benson.com/", "attribute_id": "ba6bb979-124f-4e8e-b76d-2ebed2388384", "score": 0.5941490310173, "basic_attributes": { "age": 18, "gender": 1, "ethnicities": { "estimations": { "asian": 0.100933062306336, "indian": 0.27458522053386, "caucasian": 0.94972836605864, "african": 0.593961918159353 }, "predominant_ethnicity": "african" } }, "samples": [ "76652f8c-a19c-446d-a205-d9f86acb860e", "d18f6e54-792c-441f-a9f5-e6b65b5d18fc", "67b02e27-132b-45b5-8605-9e6ed0b0be70" ] }, "source": "9487 Huang Valleys", "tags": [ "yCHhsLiIoQnVCLOIeseT", "aDhThhJrVITnbjxaoTdd", "SXbJQVXMTlWatUWLOpHB" ], "event_id": "6d774132-e406-49e1-8f82-d5be8e0cbf07", "match": [ { "candidates": [ { "similarity": 0.464708003189074, "face": { "face_id": "41f6e7e5-92f2-4ba9-ad50-08a1161e1acd", "external_id": "WVcJbmwaCIPBazlYzJhL", "attribute_id": "f4fd6b99-52de-4579-9faf-ee78ce9cfe43", "create_time": "2018-07-09T15:11:52.150610", "lists": [ "fc193f2a-7f13-436a-9b33-f51ffe82e06c", "72b35a04-e1f7-4fed-b137-f75d8f3428db", "aa0d85f1-b643-40c0-8075-6f6fee14c6ee" ], "avatar": "http://www.price.org/", "event_id": "70203cda-84f8-4d9b-aabb-d984bfd25ed4", "user_data": "steven91" } }, { "similarity": 0.229810902812704, "face": { "face_id": "e1667684-7fa4-4e03-8393-2ce38d96ca45", "external_id": "DKcjoRPCyEgDkFuLxuRD", "attribute_id": "b765f99a-2f2a-4339-9c5b-1c318b4dbc49", "create_time": "1975-11-05T20:56:56.042089", "lists": [ "7d43439f-a538-4bf6-b9e6-ff138c6afb50", "d49607a7-9c79-48c5-849b-a9d512523319", "f2bb551a-1f71-4f0d-8f78-471482704c1b" ], "avatar": "https://www.graham.info/", "event_id": "d1bab290-f6ee-4f4f-8f1c-3c8b4b3925b9", "user_data": "karen55" } }, { "similarity": 0.818578156484903, "face": { "face_id": "d43b3877-8773-47e3-b405-dff9cc33311c", "external_id": "RoDBNFHHgSDItEVTFzGx", "attribute_id": "9991196b-37a6-4d4f-8c6c-b458c1de986e", "create_time": "1972-10-18T18:56:54.532886", "lists": [ "721f186a-44ce-476b-9920-30b094ae8fb4", "fe45a0b6-55b4-45b1-a67f-ce7a32aa7c7d", "0fd8a855-001b-4f2f-842d-484d31a4058f" ], "avatar": "https://stokes.com/", "event_id": "300674e0-bbbd-4f81-bab7-4176c31e2877", "user_data": "donaldrandall" } } ], "list_info": { "list_id": "20aa6183-2014-45fe-a457-2d0093793f42", "user_data": "432 Price Springs" } }, { "candidates": [ { "similarity": 0.107771292642833, "face": { "face_id": "b10cefa8-3cd6-44db-a073-416417613a9d", "external_id": "FJLAqrWrXquqIXqdQBQr", "attribute_id": "43428690-e0c1-4d0d-8898-9b8957197b0e", "create_time": "2013-09-29T08:46:18.532286", "lists": [ "a4ed3d87-ba60-41dc-816b-6657290ef281", "f20f30ae-22df-415d-9d88-cce9147644ae", "c8f2b7a2-70d6-469e-9941-d8c78fba71b8" ], "avatar": "https://graves-cameron.com/", "event_id": "a8e50915-e0d4-4efd-a32f-797113800f4f", "user_data": "vincentcruz" } }, { "similarity": 0.815684455119321, "face": { "face_id": "d1df4693-ef9f-46c2-9d4c-e0492227f104", "external_id": "QnCWWETDwOrIhOsJwXPQ", "attribute_id": "429598a4-265d-4a6e-a31b-1d9961a39418", "create_time": "1973-04-20T16:57:40.664261", "lists": [ "5fd3b644-3c03-4ed8-9d5c-1c7a8d77e430", "9e4fdb39-9e9b-4184-9e95-acee5f4fd291", "7ae93151-3e0f-4282-94e8-ff61a97f4a2c" ], "avatar": "http://bond.com/", "event_id": "9dc4f8e0-7592-4764-9719-0f60953a0cb3", "user_data": "james48" } }, { "similarity": 0.695111334685616, "face": { "face_id": "814f1cda-5738-4b0a-b813-31f64c0bc727", "external_id": "DmELKQFnQiQPdgMTFikC", "attribute_id": "f196401f-c5f3-4a1a-9396-9c54901229a7", "create_time": "2023-06-04T07:02:59.504617", "lists": [ "5b754a2f-9e98-4864-a931-7c432069f0e3", "ccf74d5d-6f65-4fac-b157-a3ffc98790d0", "12392705-bab1-44e1-a19a-f745e62a1850" ], "avatar": "http://nguyen.com/", "event_id": "5d18acaa-b73c-4da4-84ed-606d22473ba3", "user_data": "patricia36" } } ], "list_info": { "list_id": "7ddeabe6-867b-4472-b858-58752994196d", "user_data": "01308 Newman Path" } }, { "candidates": [ { "similarity": 0.504901243790868, "face": { "face_id": "d8aa40b9-3f85-4e7d-88fb-586df7e4e7c1", "external_id": "AdJlobUytuqRZSQRsMRZ", "attribute_id": "99530a34-c716-4775-8efa-e895d27aa2d2", "create_time": "2007-04-09T00:17:15.374284", "lists": [ "7dda7c7f-5b11-4cac-8000-8a4f411f1ff4", "1b8f1700-b041-4863-ae63-589315565fc5", "c8e9b0ee-7345-4d8a-a67c-2178f3a8537f" ], "avatar": "https://www.wright.com/", "event_id": "b7a111c3-f23f-4b2c-8030-7a3cef3343e8", "user_data": "tina53" } }, { "similarity": 0.432475427097641, "face": { "face_id": "e57bf13d-a160-4979-8cdd-c3bcf41f7030", "external_id": "pZFQLdFqPKIBWcEyIRxA", "attribute_id": "a9f9432e-9691-4828-b473-6b9404c6f132", "create_time": "2007-09-21T00:05:12.948429", "lists": [ "28462eb9-2f81-446a-af11-675991e8824f", "dba096a5-f73a-43f2-99af-b4faadf712f9", "8bad9fb2-e90b-4582-a841-bd3c6bae8316" ], "avatar": "https://www.taylor-gutierrez.biz/", "event_id": "330d7c39-744b-46cd-96b5-d91f08c789b5", "user_data": "tinagraves" } }, { "similarity": 0.773178727144401, "face": { "face_id": "a0f58646-13d8-47a1-9df5-f6dabf07f0e2", "external_id": "NfeXhdsCHJawMfIlZTPU", "attribute_id": "8b193fbe-da89-4005-8393-7f71045013ef", "create_time": "1975-07-15T00:27:19.064195", "lists": [ "723b6a28-9f10-4350-a06f-ce8ed85f4f72", "1b48b4c4-c9f6-4c19-a619-26ebdd61b339", "659b1e86-c524-4d9f-8f7b-5a118a48e45d" ], "avatar": "http://randall.biz/", "event_id": "bed6c59b-5c91-4c4c-833e-7659af4e8617", "user_data": "hollynash" } } ], "list_info": { "list_id": "a79f0574-1907-4a67-a00f-065a2700c356", "user_data": "756 Diana Glen Apt. 634" } } ], "url": "https://horton.com/", "face": { "face_id": "ee313730-c36f-4e77-8a4f-d911e47f7629", "external_id": "gMhMHdiXDiDnlWVBVQUR", "attribute_id": "b73932bf-db5e-45e9-b631-cdcfdf9dfb95", "create_time": "1996-08-19T13:14:51.415794", "lists": [ "789b6399-7dc3-4e37-b86a-6417c31f47f8", "51031b16-7595-42cc-a85f-033b7e5e770e", "63484d7e-dfe0-4c07-8292-07cf7b74f95d" ], "avatar": "https://ferrell.info/", "event_id": "e1615163-733c-4ca3-991b-99dc92ae52ee", "user_data": "unguyen" }, "detections": [ { "filename": "JjvLrhwQAbaKNrnXEnWN", "sample": { "url": "https://www.castillo.com/", "sample_id": "610ff79a-b94a-4f03-86f3-e315c27cf9bb", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.924050928288027, "dark": 0.26276836922462, "saturation": 0.3711271564655, "blurriness": 0.996656572157363 }, "rect": { "height": 5928, "width": 9785, "x": 6429, "y": 4764 }, "landmarks5": [ [ 394, 3262 ], [ 698, 3312 ], [ 7474, 4638 ] ], "landmarks68": [ [ 752, 3365 ], [ 4860, 4290 ], [ 222, 4885 ] ] } } }, { "filename": "dVSGNdYvTOtIXIBrDfDT", "sample": { "url": "https://www.strickland.biz/", "sample_id": "b8cdb1d3-199e-43b4-a26e-801e52e4fc34", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.71869952256586, "dark": 0.90796654862392, "saturation": 0.247899659357789, "blurriness": 0.883573829503678 }, "rect": { "height": 3616, "width": 4134, "x": 133, "y": 3878 }, "landmarks5": [ [ 8628, 1879 ], [ 386, 929 ], [ 9085, 428 ] ], "landmarks68": [ [ 335, 2771 ], [ 101, 5301 ], [ 1708, 489 ] ] } } }, { "filename": "sUDMExYmlnbKTDIyIqhs", "sample": { "url": "https://www.brown.com/", "sample_id": "638052fb-4cab-46d3-97a7-9b613053f846", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.737952173566236, "dark": 0.785890173907305, "saturation": 0.405836940293955, "blurriness": 0.367503001878002 }, "rect": { "height": 2308, "width": 37, "x": 8451, "y": 5803 }, "landmarks5": [ [ 5211, 8521 ], [ 843, 7052 ], [ 7424, 8462 ] ], "landmarks68": [ [ 6471, 7631 ], [ 8304, 1607 ], [ 6070, 5691 ] ] } } } ] }, { "samples": [ "cb43ad0c-84ab-453b-b5f3-d002e18108e9", 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