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": 53, "gender": 0, "ethnicities": { "estimations": { "asian": 0.86706968466352, "indian": 0.71450190235023, "caucasian": 0.287061124468705, "african": 0.397191059929962 }, "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": "http://cooper-kane.com/", "attribute_id": "206ea13c-6010-478c-9cfc-81e6b0c19d9d", "score": 0.699359711834649, "basic_attributes": { "age": 38, "gender": 1, "ethnicities": { "estimations": { "asian": 0.565146935203406, "indian": 0.670661805075148, "caucasian": 0.284122460935114, "african": 0.683893444190802 }, "predominant_ethnicity": "asian" } }, "samples": [ "689535a9-5519-41ac-a7a7-07017e165e50", "f77fa5cb-1718-46e1-a62a-e01c7fb1bd4b", "38a171b1-eb0d-4996-b85a-e04f0a10f1cd" ] }
- 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": "936e39e2-3e89-477a-b2e7-65ad1ee0a8bb", "external_id": "CPdXmOzkxPoDpoovsVDq", "attribute_id": "36628931-df34-420f-86ac-b9684a545919", "create_time": "1999-11-13T17:43:53.593484", "lists": [ "d21aaa5b-e7f2-4160-821e-950cbbd014c5", "7d2bef90-4d66-4b0f-869b-f7b01a18f50c", "afbe45b4-e495-4fe9-b117-4ec85a7da1ba" ], "avatar": "http://www.love.com/", "event_id": "6a432df6-3cf5-4119-8cb6-da7426795c05", "user_data": "andreamaxwell" }
- 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": "9fe56d43-c718-4f58-b040-1d8d398bdc2f", "user_data": "27856 Angela Mews Apt. 201" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.788996978440709, "face": { "face_id": "4347f34d-ebac-4eb3-a8f1-8062e1848a4d", "external_id": "wCcdMpzXISrxxIWvcvBx", "attribute_id": "64776782-8b49-4f99-8551-96bea0548e0a", "create_time": "1970-01-15T10:11:14.151412", "lists": [ "19313ce3-1fa4-486a-b0bc-b2ac3318ab43", "d0c2e417-2036-431a-a562-47161e6fe8e4", "05ca7ae7-bbd9-4857-9686-9814840e6b9e" ], "avatar": "https://www.jennings.com/", "event_id": "05be7083-02d2-43f8-abeb-27c4c268dd4d", "user_data": "watkinsrichard" } }
- 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": 0.247318852080436, "face": { "face_id": "41fccaf2-c798-45ab-84a2-5361f1b8e99b", "external_id": "bntannacdRuJiUFiReVk", "attribute_id": "adcf1319-8ec3-49f2-83ce-a9463dbd45ff", "create_time": "1983-07-18T02:30:57.143902", "lists": [ "afd60dbb-0a20-4c01-843c-34825997090d", "3840ca52-db1e-48a7-8704-b2e6f2817190", "f6ef6683-b1d1-461c-a288-9d30c58d9568" ], "avatar": "http://www.rowe.org/", "event_id": "5b086578-14e0-4c71-9dae-13ad38f602af", "user_data": "josephmoore" } }, { "similarity": 0.563649321872312, "face": { "face_id": "14590663-b69a-414b-99f8-8527cead5136", "external_id": "ejKtvCQUveQZorjBWhug", "attribute_id": "781e7282-11ac-4e7a-bbd4-4e403e696ceb", "create_time": "1979-05-08T20:25:16.962529", "lists": [ "e17aefb6-e74e-4878-bdca-10ec4b6830f9", "60bbdbaf-eec6-4883-a12c-5b81ec6b91ef", "3e99b19d-acaf-4ede-b6fd-da9add56fcdc" ], "avatar": "https://rivas.com/", "event_id": "a058f37d-b4a3-455e-b815-1652a8dee50d", "user_data": "oschmidt" } }, { "similarity": 0.554383929765638, "face": { "face_id": "22c8d402-0da0-432f-abf3-422cfc0e7bed", "external_id": "LqyjeZCFEHohTehwnJEV", "attribute_id": "63760d2a-5eaf-4f20-96af-74fce9c5e6b5", "create_time": "2003-09-14T23:00:22.459645", "lists": [ "2387bc4c-3b54-4203-847c-3cd6d3164ec8", "e5f3fe34-74d2-4444-be60-f06fe80b1e10", "079c4da6-4500-4889-b44b-f807da1eda50" ], "avatar": "https://www.hernandez-smith.org/", "event_id": "4a86a111-8bed-454e-97b7-03a54c479679", "user_data": "anna59" } } ], "list_info": { "list_id": "6f54205e-e3e7-4ae8-b678-eef12bb0784c", "user_data": "1938 Miller Parkways" } }
- 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": "615373ca-0609-48da-b0b2-933ad320e79b", "Luna-Request-Id": "JVgPtJOANXgHKXEEdVMa", "events": [ { "samples": [ "d76b09fa-81e9-48d8-89e7-58e9fd22b574", "c774bd69-3e7f-4532-ada0-b641f956e179", "8e4835d5-d46a-4b0a-99a2-5bc6b081a0a3" ], "attributes": { "url": "http://jacobs-smith.info/", "attribute_id": "d6901291-2cab-4946-bf62-17214687ffe5", "score": 0.634499271120386, "basic_attributes": { "age": 75, "gender": 0, "ethnicities": { "estimations": { "asian": 0.283844577148039, "indian": 0.515387770890425, "caucasian": 0.153986554933817, "african": 0.889770928778638 }, "predominant_ethnicity": "indian" } }, "samples": [ "41983b53-2289-47db-8e43-edce28253b2d", "0e1b01bc-356d-4edd-a246-3cfb420e8d8b", "7492392d-77b5-41e1-823c-1f9a45f4c6bb" ] }, "source": "78386 Randolph Shores Suite 844", "tags": [ "EwNDcYfiCFxdYurrZqCu", "HxAmdQrbiRvoNYnAkAaU", "vmQIGPwpihjGtaIRLpMr" ], "event_id": "c7933668-28d4-4886-919c-c9b681fef401", "match": [ { "candidates": [ { "similarity": 0.365920041343836, "face": { "face_id": "698de6f9-ff86-40b2-ade2-e2301c2a21a9", "external_id": "mMcBEwHoMLUwuNfYaeyw", "attribute_id": "5396b67c-141a-465c-842c-de1edc8f408e", "create_time": "2006-10-06T18:03:54.927599", "lists": [ "6220b033-a7a1-44a8-92f8-1b8df37cf377", "2f1c81f1-6191-4878-98fd-adfbdbbcb588", "66e78b3a-7a12-40e9-a9ac-39dab68c53d8" ], "avatar": "https://www.jones-torres.com/", "event_id": "ca801ca2-e7f2-4157-a9fb-f41999c2079f", "user_data": "wellsmichelle" } }, { "similarity": 0.455495726828993, "face": { "face_id": "2da1b5ad-6dc6-40e6-a8f2-cb1f2fded77b", "external_id": "DuKSEJUcWtTvjqixCPql", "attribute_id": "41b1892f-49b9-4b2c-a348-03b27b4f89df", "create_time": "2016-10-05T06:08:58.327795", "lists": [ "ac474731-b08b-4381-a523-61e0f71a3553", "ff61821d-8866-467e-8229-5b2af31abe83", "4fcd7fd3-eb31-4437-a498-9a974b954f2d" ], "avatar": "http://www.stevens.com/", "event_id": "f08041c4-2c79-4adf-91d9-bf880179e674", "user_data": "pschneider" } }, { "similarity": 0.780249501793342, "face": { "face_id": "07b8f46a-c34d-4153-8ba1-8bddadfb74e2", "external_id": "WQUdgeoyUzsTnuUrMsUC", "attribute_id": "01324240-7338-41a6-bd30-b6250f97c1c2", "create_time": "1980-09-21T20:16:51.619339", "lists": [ "c462f7e8-aa0b-4cc7-9ed4-ef35b264e6cf", "536e3952-2d6c-4cb5-b7a5-00f1713af44e", "45b9141c-4dbb-43d6-90db-44a6a4b64d5e" ], "avatar": "http://flores.org/", "event_id": "e1017be7-63bf-40f2-8711-aec312b35668", "user_data": "haleymaldonado" } } ], "list_info": { "list_id": "9e35f9db-69b9-4f3f-b8f6-3a135422b12b", "user_data": "1792 Walker Junctions" } }, { "candidates": [ { "similarity": 0.70396525474676, "face": { "face_id": "7e21754c-a157-4291-85c2-da43c8cd13a9", "external_id": "eysmogXFFCqAWeUFISJf", "attribute_id": "efe08b01-4ab8-4f5c-b611-59c86e066c07", "create_time": "1980-11-18T23:01:48.000018", "lists": [ "64313375-23e3-42cf-8195-06ae78e15a3f", "3c672c2b-409a-4ee3-85f0-d414e0b11b70", "dc1679d5-3cc4-443e-baea-6656b51f3aa2" ], "avatar": "http://garcia.biz/", "event_id": "9f23d1d2-0f85-49f0-af34-2444f34aa70e", "user_data": "jennalynn" } }, { "similarity": 0.35074213258913, "face": { "face_id": "a7e9076a-8323-4f03-9af4-ec58ddc811b0", "external_id": "NEuWIahRPYaPUZgMsPIX", "attribute_id": "3b933127-9159-4f41-82a6-6163ea4e6db2", "create_time": "1976-01-02T05:38:12.287664", "lists": [ "e8348675-a3e1-43ad-9f2e-80a46533022b", "420c7e65-aff3-42b2-9b48-1a38ceae7b1f", "dc253be8-ca88-47b6-89bb-414dbcf5520d" ], "avatar": "https://www.walker.net/", "event_id": "461a778d-9d50-4fa6-8b2e-9f7eff756047", "user_data": "smalljonathan" } }, { "similarity": 0.625061399713711, "face": { "face_id": "a4d1c5d8-6606-468e-84df-b6616dca061a", "external_id": "aAnjNTNvPWhPePpfJITe", "attribute_id": "03e78d70-0958-4ae2-bc71-b31f5e23299f", "create_time": "2007-09-23T03:20:22.832621", "lists": [ "b37d57a5-1943-4d08-bc40-dcb174b1a38b", "c0b4248c-b07c-4263-8704-8d6b8ddb6f52", "9ede1046-f5ea-44b8-98d7-171c61d5b604" ], "avatar": "http://www.wade-holden.info/", "event_id": "f01ea4d6-8a4f-4f58-b5ec-6718577bb916", "user_data": "wandatrujillo" } } ], "list_info": { "list_id": "f22bf3a9-1466-4073-8c04-d2e958147e76", "user_data": "61298 Luis Center Apt. 617" } }, { "candidates": [ { "similarity": 0.203062909635951, "face": { "face_id": "a6ed4103-20e9-486f-8b15-777e06861257", "external_id": "vMsJqIhGjHsvEJGHITmj", "attribute_id": "c89d17a5-b8ba-48dd-88e6-3b829c9b1d76", "create_time": "1986-12-14T04:43:17.086305", "lists": [ "2f1c2834-c72d-41cf-bc79-076704dbd2a5", "8d4b91af-0f48-4169-a187-b527823a3c83", "5a493e1f-570d-4f66-a0f0-7e1604568c8b" ], "avatar": "https://green-scott.com/", "event_id": "7175aaec-33cc-43aa-be4c-82c60349467f", "user_data": "zguzman" } }, { "similarity": 0.24756854799558, "face": { "face_id": "688424be-1889-4cc2-b896-488d89b5c97d", "external_id": "inATBmBgXMozgqnPHNqW", "attribute_id": "35389473-7ba5-414d-8e25-acbe70e0a6ca", "create_time": "1985-10-14T01:20:31.657008", "lists": [ "c01eca7e-c1f4-4c9e-a68e-dc493e1bbf8f", "9ed1f2d6-710a-4582-9277-c647e7c0f6eb", "8e5488bf-2014-4141-bc1a-f575286547a8" ], "avatar": "https://www.calhoun.biz/", "event_id": "695acb39-c052-4727-9c10-23f8b60db278", "user_data": "scottwhite" } }, { "similarity": 0.575103790613317, "face": { "face_id": "7fe8ca8f-c6e0-41c5-8877-1a2a95824c32", "external_id": "UPJfQgpojfvSHGlmfqUP", "attribute_id": "7705c4ad-49ca-45ac-b1a3-b53af0fff3df", "create_time": "1973-02-22T05:51:45.953698", "lists": [ "3970fd94-48bd-4d65-a09e-777a8c1b7d95", "69790c52-c460-45c7-bcad-4ebb12041426", "4e04e591-e7c6-4516-8cd4-21e849c3dc1e" ], "avatar": "https://www.callahan.com/", "event_id": "2afeab62-d872-4887-a632-75885aea8087", "user_data": "rlopez" } } ], "list_info": { "list_id": "941b4106-4ae4-44c7-b1cf-80e14557ee2f", "user_data": "94610 Anne Fords" } } ], "url": "https://roberts.biz/", "face": { "face_id": "9ca3fba0-1dca-453a-8c2f-d2630ca65717", "external_id": "CcCzGOfGIUOKRXXRfhHT", "attribute_id": "88ddbade-125e-436d-823e-883c5930ed39", "create_time": "2018-01-28T20:31:08.902187", "lists": [ "04104bf6-58d8-4501-a3f8-738247e991c4", "45250489-9a20-4ba7-8bea-ee20b28cecfe", "f94db53e-5ff7-41f4-bc4a-176da638197a" ], "avatar": "http://herman-hernandez.com/", "event_id": "332ef3e9-5193-4f91-a8e3-a658a90759e5", "user_data": "wilsondavid" }, "detections": [ { "filename": "eXFXpVfLeAjqtGaZYkuF", "sample": { "url": "http://hill.com/", "sample_id": "27b9643f-84cf-4ea2-9b63-c2cce3d06516", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.462484962054849, "dark": 0.425692644797824, "saturation": 0.503928944545653, "blurriness": 0.152443263220191 }, "rect": { "height": 1300, "width": 2447, "x": 282, "y": 8844 }, "landmarks5": [ [ 5515, 8149 ], [ 5087, 5801 ], [ 4689, 3018 ] ], "landmarks68": [ [ 8448, 4843 ], [ 3670, 1065 ], [ 1123, 6454 ] ] } } }, { "filename": "bqKWVvLQvMsaAyeedQZD", "sample": { "url": "https://www.mckenzie-reid.com/", "sample_id": "f1a80fd9-e214-41f6-ad08-0c65cd0de2bf", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.142143561714878, "dark": 0.720139333273653, "saturation": 0.890400970654693, "blurriness": 0.402103120582543 }, "rect": { "height": 1300, "width": 1330, "x": 3162, "y": 5807 }, "landmarks5": [ [ 9029, 5579 ], [ 5116, 7183 ], [ 5485, 1069 ] ], "landmarks68": [ [ 1572, 7915 ], [ 7459, 6759 ], [ 3959, 3807 ] ] } } }, { "filename": "oThRyttmdaqUEgryxFbR", "sample": { "url": "https://www.reynolds.com/", "sample_id": "b88d7ae9-ec92-44f3-b933-fc6493011174", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.837291754030822, "dark": 0.743631059720932, "saturation": 0.74673018520485, "blurriness": 0.323574663030002 }, "rect": { "height": 8578, "width": 5756, "x": 4319, "y": 9939 }, "landmarks5": [ [ 2177, 455 ], [ 8714, 7952 ], [ 7050, 9611 ] ], "landmarks68": [ [ 9783, 9746 ], [ 1017, 9748 ], [ 7213, 9331 ] ] } } } ] }, { "samples": [ "e8e369ea-f220-40c5-9f13-9b2ec5f4b5c9", 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