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": 13, "gender": 0, "ethnicities": { "estimations": { "asian": 0.968283780229206, "indian": 0.763862561620687, "caucasian": 0.982380620148463, "african": 0.483466524946478 }, "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://lin.net/", "attribute_id": "bf79ca28-192f-4c26-ad08-dec6c497f9c9", "score": 0.382631212628799, "basic_attributes": { "age": 3, "gender": 1, "ethnicities": { "estimations": { "asian": 0.395131793674515, "indian": 0.500574533548482, "caucasian": 0.279528067532296, "african": 0.606361789805953 }, "predominant_ethnicity": "indian" } }, "samples": [ "2eb4c113-33e2-4b8e-a8f0-7da45fbc0ddf", "9d560610-d3c4-46f0-9f46-721f46261e7e", "9e9499e9-631d-42f2-8719-96be15addf92" ] }
- 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": "74e733b2-e5d4-4e90-99fd-1320e3a342c8", "external_id": "KMtxVUjUbGfTRcuYGHvp", "attribute_id": "cae3b966-10e9-4ae9-a9e2-cbad287937ea", "create_time": "2001-06-08T11:00:00.458479", "lists": [ "72c21b37-f79a-4089-b307-0a9f434fc79c", "f537df31-577c-49b6-9746-f47b0eacbe95", "370ae161-b903-49c4-bcb6-b5f5b30111a9" ], "avatar": "https://serrano.com/", "event_id": "9896f0e9-99aa-488f-86e1-3df5cf0faefd", "user_data": "tina73" }
- 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": "f0023642-acf9-4d84-a288-cb57082fd5cf", "user_data": "8848 Cook Mission" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.730514823181193, "face": { "face_id": "7887129c-e77e-452f-97a6-3cf0782e3f62", "external_id": "YTXKtwICHbYFsMXZvxmI", "attribute_id": "285467df-2577-41b7-9066-ab932611ec38", "create_time": "1987-11-19T13:13:42.405023", "lists": [ "2434e1ed-5c29-4ba3-9ccb-9fbb5a68af32", "188a6e2c-5dc3-44b6-9513-b3d451170473", "7efe06be-b8fc-4f87-8662-5ebd17c23be5" ], "avatar": "http://www.lawrence-vincent.org/", "event_id": "64e9da97-192a-4a2e-8d0a-3cb5df0e1001", "user_data": "jbailey" } }
- 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": 0.451761915410804, "face": { "face_id": "42558a52-3de6-461d-9609-72c1c3bf7ce5", "external_id": "uzChNhAPFdZWdGGXiiMX", "attribute_id": "702c335f-85a3-4b50-84ac-f01d3bd910db", "create_time": "1992-06-05T17:49:00.134237", "lists": [ "fb173ac2-45ab-4672-822e-5bdcef18e1b5", "e35965fd-cdfc-49bb-b808-49043136a7e4", "d889e36d-b94d-4cde-be8c-c635a82374b4" ], "avatar": "http://www.carroll.com/", "event_id": "6bf2a7a3-dd5a-42aa-a0be-9c9bdf9fb8ea", "user_data": "vbass" } }, { "similarity": 0.541441981589882, "face": { "face_id": "c15ac6d5-d27e-485d-b266-ee22c9e53d2d", "external_id": "sXbfvfCOxohrtweFNxph", "attribute_id": "d72c21d6-27fe-4bbf-9256-af30fe937315", "create_time": "1977-07-07T06:16:58.673653", "lists": [ "7eed48f2-ad71-4004-8e97-caa064c07106", "6f9b0d4b-0d6b-4e3d-b98a-028b6a471ece", "a3bfcde6-5714-4438-bfd2-e5264cdc8414" ], "avatar": "http://www.reid.net/", "event_id": "c401fb31-9818-41e5-a228-373116997e26", "user_data": "oavila" } }, { "similarity": 0.733930217763217, "face": { "face_id": "95527eab-fc2f-4429-8a5c-2da904b55d80", "external_id": "KRMfYYWaancuJgOYfSYX", "attribute_id": "ee0c4a03-9b7b-4dae-aee4-e70caa0b3f22", "create_time": "2015-12-16T23:44:23.816198", "lists": [ "ea715b00-575a-49e2-a72c-c86db03b35aa", "301bd099-81e5-402f-81fc-e9e01dfd45aa", "c2bd3b38-286d-4921-ac75-27b380955c3d" ], "avatar": "https://www.avila.com/", "event_id": "cfc7e5b7-05ab-41a1-b205-344646b18ecc", "user_data": "cdouglas" } } ], "list_info": { "list_id": "b833f006-6a56-4658-9f0c-d6f6da6054af", "user_data": "8212 Gross Ridges Suite 158" } }
- 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": "3bf8b52a-5f25-44e5-808e-e18ddcf43b42", "Luna-Request-Id": "tCyyodzZFhVoQOftLXlJ", "events": [ { "samples": [ "e459edb1-0fa6-4780-b39e-b70225dc7809", "b91bc02a-640d-4c0d-9fe1-6d15256b1750", "51397d8e-ae8e-4194-a1e5-588a76a0c17e" ], "attributes": { "url": "http://www.brooks.org/", "attribute_id": "3e4eefb9-f3b1-44b9-942c-3555100ebaca", "score": 0.531428414643635, "basic_attributes": { "age": 6, "gender": 0, "ethnicities": { "estimations": { "asian": 0.192117883529001, "indian": 0.422955481036524, "caucasian": 0.700843596301589, "african": 0.149337783989293 }, "predominant_ethnicity": "indian" } }, "samples": [ "9981def8-458b-4a80-a06b-25fc85fcda05", "329d6126-dff3-46e0-a53c-ca0ba42068ad", "f95217c2-94b2-43a5-bb79-f6628e5613c2" ] }, "source": "9223 Andrea Extension", "tags": [ "MggzJUOLyNtXTkeHGdgX", "uaYzAzCPwkZHxEdyCsPt", "USxDRcOAOVXjEGokJnmM" ], "event_id": "7891aa04-70ed-4a91-b07e-8d1f21e8ae5f", "match": [ { "candidates": [ { "similarity": 0.427320220712288, "face": { "face_id": "92b1e405-038d-43c8-9efc-f104630cbdb1", "external_id": "YjzzGQHFutbNhQQEOUPK", "attribute_id": "d90c15c3-2a73-45c2-bb73-9c1dc29039b2", "create_time": "2009-06-20T18:25:45.093923", "lists": [ "2124360c-8dcf-4741-9af3-ea6de2ee2c17", "c45f8075-aafe-4093-91f7-95e2c3ae5a08", "ab3b49f0-3471-4204-9bd5-ebec8d079cd6" ], "avatar": "http://burns.com/", "event_id": "b7124a0e-4aba-4156-a8bf-8aa28e2e88a9", "user_data": "swashington" } }, { "similarity": 0.93437385212821, "face": { "face_id": "2997384a-66e1-4ea3-b9ab-632bee407514", "external_id": "KASySCrdMNCEkwBbSUhO", "attribute_id": "0fae69af-1958-4c2e-9de4-b3cee22e4aee", "create_time": "1995-04-16T19:56:29.938132", "lists": [ "0f8b838c-d8e9-4f13-ae5f-2a29dd4958c6", "e397da8a-35a8-4257-8b20-f1066abf9cca", "8b324d56-869d-482f-81d9-91a297faca90" ], "avatar": "http://morris-davis.org/", "event_id": "af81885f-8da1-4a1f-8fe9-26487f8c0db9", "user_data": "barkermichael" } }, { "similarity": 0.417709390227548, "face": { "face_id": "486711ed-6412-41ce-9c2e-839234fd8dc7", "external_id": "qhcGtwQyGrdeynaqFyXU", "attribute_id": "f455cb9a-4038-42b0-b779-84990a6ab014", "create_time": "1998-11-26T07:19:02.904064", "lists": [ "4125f850-2986-4353-9690-8bfd2cd7a791", "c4888f21-1348-4e16-a653-667b97270bb1", "3d6ebc52-2e52-4c25-9adb-d38da6bf4d1f" ], "avatar": "http://www.tucker.com/", "event_id": "32952d99-d943-4234-963b-ec9f9a6b8850", "user_data": "bortiz" } } ], "list_info": { "list_id": "668ef2ba-5d4a-4936-b1ff-9b1b8ef60b8d", "user_data": "717 Mercado Drives Suite 678" } }, { "candidates": [ { "similarity": 0.35412420289596, "face": { "face_id": "6e5bed74-520c-486c-a483-d27f0772540c", "external_id": "HkUPfPUHLlLnpeaqCSia", "attribute_id": "4137d308-ed9d-4cd1-8d17-6d2a1749558e", "create_time": "2020-07-10T09:36:14.513512", "lists": [ "6bd5e7ef-cc4d-422f-b2dd-84dc17106d35", "beb91d49-dbd5-4fc8-9547-b6fc5cb3833c", "2c3e1268-5ae1-410b-a5d2-70f082af8e70" ], "avatar": "http://www.frey.com/", "event_id": "84bf0904-a442-4890-9cb2-d6ea00dcf4d6", "user_data": "carolclark" } }, { "similarity": 0.239007009805878, "face": { "face_id": "57da0aae-947b-4559-90e2-c7d6339b91c7", "external_id": "iLxRKjcFxPJmMfNITbkp", "attribute_id": "3c81f28d-96da-4d8e-a591-37d223249ba4", "create_time": "2001-01-04T09:01:51.690310", "lists": [ "3729f9a3-7950-4619-ab7d-714e5bf910ae", "5a6b61aa-995a-4bcf-bdfc-e588b8c58366", "8d4f68b3-1550-48a6-bb8e-e0a92a4e28fe" ], "avatar": "https://williams.com/", "event_id": "2b5abfae-318c-4b5a-9ad4-e5de6629746b", "user_data": "iwright" } }, { "similarity": 0.246140577896933, "face": { "face_id": "de8178ab-8bf1-44d4-a7fb-7699c01a69eb", "external_id": "oGjkKPiaMEvzvRppzbZH", "attribute_id": "850a7b8c-2092-43ed-95aa-6e98293d6893", "create_time": "2018-03-20T05:10:09.034328", "lists": [ "5bcf0591-0321-437e-8bd8-1b1f3460a042", "9da7d5b4-35de-4dd2-acb8-19672b7d4f44", "cd0dc75f-f873-4e1f-8f85-1d79c4e8095b" ], "avatar": "http://clark-jackson.info/", "event_id": "b9986605-0d7d-4370-8e8b-8c50040a87d4", "user_data": "dianelarson" } } ], "list_info": { "list_id": "8dca5cce-5c17-44cb-b7cc-52fe1fc1e465", "user_data": "65472 Miller Roads Apt. 825" } }, { "candidates": [ { "similarity": 0.691222715041572, "face": { "face_id": "565890b7-db23-474b-a702-36e57fecfde4", "external_id": "dqdwgxnryvCdqfvJohaw", "attribute_id": "fbfb30c1-ab72-4e1e-9f20-b55a193b23d7", "create_time": "2005-10-05T18:08:04.792093", "lists": [ "174a70ad-fb8c-4fe6-b730-7fccf75cde8b", "42bc0e82-be7a-46af-9cfc-1e52fe505f94", "76d74699-99b3-4484-9819-dd9a6d64dfdc" ], "avatar": "http://tucker-manning.com/", "event_id": "6382f60b-d437-46a7-9e48-09733f9f9cca", "user_data": "gallegoskyle" } }, { "similarity": 0.89790685410384, "face": { "face_id": "904fddd0-48c2-4fdd-b1d7-c3d764f5439e", "external_id": "GxMaQgqtaZQzWTpmBoYZ", "attribute_id": "4ee99cf8-5915-48da-8c1e-889815459a1a", "create_time": "1997-03-10T17:51:12.888003", "lists": [ "ce9a8193-abab-4850-988a-ccdc8c4d937a", "f28257fd-c588-428a-8e04-abbd9bf1504a", "21053606-a022-4f27-92e9-7cb0dff4d2f1" ], "avatar": "http://www.murphy.org/", "event_id": "eab9c435-102e-4c80-91f4-779c212a29d4", "user_data": "moralesangela" } }, { "similarity": 0.81257472873503, "face": { "face_id": "8cad46b8-48b5-4d94-b021-24ab80de8704", "external_id": "JtJqMdUDdtGQtIXhuPQw", "attribute_id": "d9eaf8bd-a78d-4c26-8905-6db87acf7417", "create_time": "1983-05-07T05:06:47.012085", "lists": [ "5c32e9f6-e6c5-4746-8b64-c57fcc1ca849", "ddc6bb63-5c8b-4dbc-96e5-e47f6a1b20c6", "e1d6a9ea-7f3d-48ff-9f7a-23fbfa3fcf27" ], "avatar": "http://webb.com/", "event_id": "a04a9279-04e2-4177-9f4c-620cbfcb63b6", "user_data": "hodgesdenise" } } ], "list_info": { "list_id": "fa16dca7-e5b2-48f4-8a58-d55f784ba011", "user_data": "521 Robin Vista" } } ], "url": "http://lee.com/", "face": { "face_id": "a0e016a9-8a1e-4faf-90f2-6c0da46b3cae", "external_id": "boFTRsgYuCHWGZJfYavL", "attribute_id": "cf0fc324-b22d-47ee-97c3-018167abca93", "create_time": "1993-03-16T09:50:23.886992", "lists": [ "2325f131-05ac-4adf-aad1-d066dd74079f", "5179bf6e-5e62-4ac1-b59e-3e483e15b916", "4332df3c-8e1c-4658-90d2-bdabb707ee6a" ], "avatar": "http://terry-thompson.com/", "event_id": "90f8edc6-83b1-437a-93fe-51d0eb3e40ac", "user_data": "harveygabriella" }, "detections": [ { "filename": "XscavMzghgmJQVbrpeot", "sample": { "url": "https://www.white.net/", "sample_id": "6a1ff17c-6ebc-4124-a1f4-760f1a7b1f7a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.28265746284778, "dark": 0.302706892476897, "saturation": 0.23281560875435, "blurriness": 0.748952624040581 }, "rect": { "height": 5876, "width": 4217, "x": 1742, "y": 5201 }, "landmarks5": [ [ 309, 7053 ], [ 7160, 921 ], [ 4541, 7150 ] ], "landmarks68": [ [ 6102, 6893 ], [ 6398, 4908 ], [ 3176, 9559 ] ] } } }, { "filename": "bxbAIStSihOvsapjzMxA", "sample": { "url": "https://kaiser.org/", "sample_id": "78534d1f-504a-4159-84c3-a0e6b3ada2da", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.690093801785134, "dark": 0.398202235715395, "saturation": 0.220536250108425, "blurriness": 0.62393208727731 }, "rect": { "height": 6253, "width": 3953, "x": 1900, "y": 2533 }, "landmarks5": [ [ 4557, 2613 ], [ 5869, 459 ], [ 5552, 838 ] ], "landmarks68": [ [ 1413, 1186 ], [ 3329, 2358 ], [ 1592, 4963 ] ] } } }, { "filename": "dNXIDXsVzgzYEcFLtfxt", "sample": { "url": "https://joseph.org/", "sample_id": "0a089b60-c10d-4102-8980-e5d0b8cbc4ea", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.810949331872405, "dark": 0.557468165216641, "saturation": 0.160336833085351, "blurriness": 0.270823233525549 }, "rect": { "height": 8961, "width": 3315, "x": 2394, "y": 6944 }, "landmarks5": [ [ 3083, 8439 ], [ 3500, 6078 ], [ 9281, 1744 ] ], "landmarks68": [ [ 4910, 5820 ], [ 3180, 6261 ], [ 2386, 3372 ] ] } } } ] }, { "samples": [ "907c8fbb-e72e-4e72-b4e8-0936d228f9b9", "6d1dd69c-5634-4d7f-85c3-16c7198139a5", 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