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": 32, "gender": 0, "ethnicities": { "estimations": { "asian": 0.401774820734314, "indian": 0.40905446309242, "caucasian": 0.782795472972391, "african": 0.68405236744347 }, "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://collins-tucker.com/", "attribute_id": "6c76ddba-47ac-43f4-a586-252badcbb6aa", "score": 0.572863536453275, "basic_attributes": { "age": 16, "gender": 0, "ethnicities": { "estimations": { "asian": 0.142573749037471, "indian": 0.173434780604514, "caucasian": 0.640048431978578, "african": 0.434301190311647 }, "predominant_ethnicity": "african" } }, "samples": [ "3154e2f7-49a2-4ea9-b8a6-9b19a64164d4", "2d6811f9-6f0a-4cd3-8f4f-5a0ce893aeed", "9a9fe49e-86d6-43f3-a942-cabd3df88efe" ] }
- 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": "84bb3682-eba7-418b-8dc2-8d67f10b152a", "external_id": "GHCwqbeeAXlMlCKuEDXm", "attribute_id": "d4242999-cff0-4395-b257-ca9b0a507894", "create_time": "2024-05-20T20:07:31.800057", "lists": [ "ec559b59-0943-4fe6-bad5-81e4bb34ef78", "c5b47d05-6184-41d2-ab9d-570d9858adec", "6ee705ee-33c2-4cee-970d-3959ceda0126" ], "avatar": "http://hubbard.com/", "event_id": "b6b171dc-1aa7-404b-976a-473e17f843f7", "user_data": "hollyjohnson" }
- 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": "8e9baa8d-9ab5-4857-b447-38f0fbb04058", "user_data": "8186 Harry Way Suite 790" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.716222404305958, "face": { "face_id": "6ce15ceb-81b6-48f9-b811-351d3aa54407", "external_id": "ihSuVDWpjxJQXMYpQrtC", "attribute_id": "b00608b0-a466-4f0c-baf1-735fe4fb4011", "create_time": "1991-10-01T18:11:12.769024", "lists": [ "0bbca8df-f93d-4946-9c13-733b17716276", "51043905-26c1-4a1d-8466-f1f0c51b910a", "323cc4e2-0e2e-4627-8eb6-eeffe6d65bdd" ], "avatar": "https://leonard.com/", "event_id": "a0aded02-e333-4e9d-90f5-65ce08452eb2", "user_data": "david03" } }
- 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": 0.400880271777675, "face": { "face_id": "3f769a98-a2da-4725-be7d-565e5c596c05", "external_id": "oGpmxpGRaTUgWpdToVIy", "attribute_id": "870afa05-6751-438e-b996-be50645b69b9", "create_time": "1972-05-18T05:35:04.877867", "lists": [ "5645e5d7-9b66-4c7b-ac31-e21cb2ed5b14", "5b961a00-249f-44e6-bdb2-967acbaf4de8", "e2cf9d87-ccae-4bea-bb42-eb8a6c37b68b" ], "avatar": "https://www.rush.info/", "event_id": "4fa9c699-6bbe-48b2-8d40-a47ff0087516", "user_data": "markspence" } }, { "similarity": 0.598790500261701, "face": { "face_id": "a969a0de-073f-4656-810a-c5b20b08bcdd", "external_id": "ApZQOwtVFqTWDAQWpYnM", "attribute_id": "96057a31-e40c-4435-ab76-ff7caf7d826b", "create_time": "2015-11-08T10:03:24.206649", "lists": [ "633d1c03-adb8-4f74-a57d-67826f96d2f1", "482fb054-9a55-41ac-9459-445103f68d81", "ea5486ea-c091-4e14-b733-6faacf577116" ], "avatar": "http://moore-proctor.org/", "event_id": "4805d14b-2edd-438f-b2f4-f8987f04ad48", "user_data": "reeseashley" } }, { "similarity": 0.100944558340732, "face": { "face_id": "8bea943b-b34e-4482-bf63-3bd017b05654", "external_id": "DLBcaHcWKeqlwkbolcWI", "attribute_id": "6f3698f4-4e19-41fb-996b-48212f441632", "create_time": "1995-11-29T13:43:46.369976", "lists": [ "bf94e5ff-5f59-4c13-a519-4b5b77fd19cf", "857bfbdc-15bf-48a2-b197-10c843da403a", "0da8ff81-191b-474f-9e05-0f30a8ddacfc" ], "avatar": "https://www.bradley-friedman.com/", "event_id": "794e92fe-8dd9-48fd-a3d2-f05478b4e313", "user_data": "dreyes" } } ], "list_info": { "list_id": "29bad55d-7300-4a3e-affe-d789c300841d", "user_data": "087 Heidi Way" } }
- 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": "a7c87a80-942b-41a8-b6cc-d7a041079207", "Luna-Request-Id": "stnCWXOSIIXqhleHAYaA", "events": [ { "samples": [ "848e024d-c4a7-4044-8a9c-1a292842efbc", "ce47473c-6d62-4837-b40f-58794e04695f", "c9e12ab1-2514-4c1e-8e06-0eddaae661c4" ], "attributes": { "url": "https://www.cortez-ramirez.com/", "attribute_id": "5188d3a2-2d76-4bd5-977c-7ee338e75540", "score": 0.42125057289614, "basic_attributes": { "age": 35, "gender": 1, "ethnicities": { "estimations": { "asian": 0.511454889528647, "indian": 0.986636097834824, "caucasian": 0.153136727916473, "african": 0.734549879496488 }, "predominant_ethnicity": "indian" } }, "samples": [ "c1b2f226-fc21-4f31-b733-a98dc43ffb22", "4878a4ce-2104-4c7a-bd70-38558e25f287", "df716304-f8ec-49fb-808f-cee00f4b4cf1" ] }, "source": "736 Smith Shores", "tags": [ "SCvJDhuejJPwWvlSfKjS", "vvbqBewkcteunUWHbyyM", "TWXcmnxUkWKtWRebSLfR" ], "event_id": "98976dc6-004e-4977-9dd6-32c66afac96d", "match": [ { "candidates": [ { "similarity": 0.700467572686972, "face": { "face_id": "ca433713-cc74-47a6-9cc7-bdba293a7d5b", "external_id": "wjIfZGWOcbmubtEXvbeQ", "attribute_id": "99ff81e2-ed62-4041-9182-ad025ba01598", "create_time": "2022-02-23T08:33:54.449640", "lists": [ "e0054369-3a93-479e-a4bc-e420018d0512", "6c9d28c7-6d77-41d0-ae3d-f0446e51c45c", "e184c066-8963-4400-b2a3-e4660aaed69a" ], "avatar": "https://www.bartlett.com/", "event_id": "0e3befa1-2001-4170-9484-d6e341a95826", "user_data": "steven98" } }, { "similarity": 0.423381839680535, "face": { "face_id": "d44396a8-3780-465d-b299-708ed7ad0f17", "external_id": "BrubBMjczPGhBRGxHSKl", "attribute_id": "67b24c05-add7-4aae-adb3-6006cbbc84ca", "create_time": "1995-07-11T22:42:15.610736", "lists": [ "089e163d-231c-4bf3-8534-67feaffd8d9e", "5f4e047b-5735-4217-8d2e-b6fa0f21ca82", "67073c1a-7a5f-48fb-b8da-6caa162a2d7b" ], "avatar": "http://johnson.info/", "event_id": "55be34f8-9a02-4733-822a-b65a80dfb1e1", "user_data": "jessicajohnson" } }, { "similarity": 0.650274732709066, "face": { "face_id": "733366c9-5895-4a78-b6da-d6f4c48aea4a", "external_id": "iigwYUQkznHHvfPfjQvq", "attribute_id": "1ff2924d-34cd-4439-a5b5-137fe4a47bd8", "create_time": "1985-06-02T15:20:40.317826", "lists": [ "1d872d9d-6e11-4dfa-ba71-1e8705621744", "19efe04d-66e3-41f3-9060-0be49b8d6ec6", "72c79078-3b31-44e9-a79c-adc5c75294e0" ], "avatar": "http://www.brown-gomez.com/", "event_id": "4f3dc1f7-ead0-403e-8d2d-6b84820e1eaf", "user_data": "blopez" } } ], "list_info": { "list_id": "7ac02074-791f-47c7-b75c-50d723cf52dc", "user_data": "1315 Christopher Road" } }, { "candidates": [ { "similarity": 0.452930232972966, "face": { "face_id": "456e1306-562e-498f-9fc3-793e8eae3221", "external_id": "SHMhpNYHdxrKsoMhUDKz", "attribute_id": "0a6505bf-d030-4465-a81e-ac799b6387ad", "create_time": "2023-02-03T14:42:56.860480", "lists": [ "be1f7920-621f-4111-96da-28c8af136da4", "d25ced2a-6382-4d67-9051-cffc9b699b12", "8ca46e2f-3e6c-41cd-a446-35de96550f9d" ], "avatar": "https://www.evans-smith.net/", "event_id": "77f6238b-b582-46bb-a4a0-cf78fd93487f", "user_data": "scottjones" } }, { "similarity": 0.60191988470865, "face": { "face_id": "6c15aded-4953-40a8-9f96-6044979919fc", "external_id": "YwxyzZfKGorpKKvadSTz", "attribute_id": "ebd41d4b-8fd3-4926-ad27-a9e979a32600", "create_time": "1979-06-09T23:43:31.001860", "lists": [ "891f37f6-6d79-482b-8e5d-5fc66241aada", "8142b5fd-9594-482b-b93c-63773a11752c", "68d19de1-7dac-4bbb-b746-c85251553a47" ], "avatar": "https://fletcher.com/", "event_id": "f60b8a8f-b59f-4984-8510-01154aa5ede9", "user_data": "igarcia" } }, { "similarity": 0.86899535541304, "face": { "face_id": "5a5b692e-fd2c-47f0-90e5-3a7008d1733c", "external_id": "fzkqnYWhbBinTGCMDBCq", "attribute_id": "9197c71b-4777-4062-aa1e-60b4fe0bc1ee", "create_time": "1996-11-13T20:32:20.360870", "lists": [ "a354e01b-4999-4c5b-80da-55b4cd43c097", "a6552222-2877-4578-a8e4-ed27efe80aff", "afff57d9-e22d-4152-8509-b8239468bffa" ], "avatar": "https://www.williams.net/", "event_id": "f29a55b3-c23c-4ac5-a0a7-8b3dd6a58dbe", "user_data": "holmesamy" } } ], "list_info": { "list_id": "453331d9-c029-4b78-a13a-b769e79e0252", "user_data": "94274 Mclaughlin Way" } }, { "candidates": [ { "similarity": 0.5491501153091, "face": { "face_id": "efe749eb-fca3-4b5f-8a66-5e70af792908", "external_id": "JqqIzYxiNrQuzeLJKhpX", "attribute_id": "69772adf-51dc-45d2-a615-33081ceb746e", "create_time": "2009-12-03T01:29:10.018612", "lists": [ "59fe4445-acdb-4837-a097-a7c7527c33a2", "81664e12-a783-4d25-bb84-6ac71b165a9c", "32b32a4f-502d-493e-a898-3d3d8b092075" ], "avatar": "http://caldwell.com/", "event_id": "28f3d719-d11b-4714-b9de-5a274cf2c06c", "user_data": "bradfordjacob" } }, { "similarity": 0.475917315348675, "face": { "face_id": "52ef3740-79ae-49c7-b1cd-ba7c52448f2f", "external_id": "RIjgxwkmoVZUvjgLDGCf", "attribute_id": "78e6bea2-bb74-439d-bdd2-a4dbdb9df230", "create_time": "1971-03-20T18:04:35.562699", "lists": [ "70d32b0d-1981-40c2-b765-a1d3f102543a", "b3a3a7df-34b3-493f-bd5d-42591d45bf64", "3d137f61-6ab5-49a7-bf83-110958d99294" ], "avatar": "http://bryant.com/", "event_id": "d2c9967d-5a7d-4eb4-9507-b8f88d463bdb", "user_data": "phamilton" } }, { "similarity": 0.172638100253694, "face": { "face_id": "12dc72b2-e048-4f0e-8c69-ed564ec22479", "external_id": "zhmDvaajbpkoVcIZmpYS", "attribute_id": "74477654-19bb-44bd-be2f-b1315d0b7558", "create_time": "1996-05-05T10:51:11.975860", "lists": [ "e71eeb22-3d60-48b5-8cc4-9099be610abb", "0ff7c323-ae42-458a-a0a4-8c427911574f", "134cc959-1731-40a9-8866-3bb4f42effa1" ], "avatar": "http://higgins.com/", "event_id": "88b890eb-09b7-4188-a5f5-73432e72f8d5", "user_data": "tpeterson" } } ], "list_info": { "list_id": "eb4ed1c0-590e-4264-b8fd-a74ceb3260a2", "user_data": "2259 Antonio Vista" } } ], "url": "https://www.castillo-zavala.com/", "face": { "face_id": "4e58f6d2-67af-44d5-8b04-bc28713c97d1", "external_id": "XaZKijPYGMbdAmBWCFHd", "attribute_id": "c66574a7-f534-4b43-833c-b833ea656516", "create_time": "1996-02-07T11:31:29.339971", "lists": [ "bdb7e936-c932-4de9-8dad-ca9eb2740eaa", "fa2bcef0-6258-4d57-ac18-1c466f93cd45", "69a9ad89-719e-463a-ae18-01b75d396599" ], "avatar": "https://weber.com/", "event_id": "88fc7c7d-a83f-4b17-adc4-94258a12cab5", "user_data": "ronald89" }, "detections": [ { "filename": "jOaFohqZounSRLqVJlSh", "sample": { "url": "https://white-brown.info/", "sample_id": "17a7f5c5-c45b-4dea-9b61-8d3eca64f3f6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.692745858168367, "dark": 0.826567515289398, "saturation": 0.522030375959472, "blurriness": 0.338022041422221 }, "rect": { "height": 4907, "width": 1353, "x": 2628, "y": 5266 }, "landmarks5": [ [ 2705, 6778 ], [ 7468, 5199 ], [ 6235, 2789 ] ], "landmarks68": [ [ 2954, 9133 ], [ 2174, 9475 ], [ 3521, 4776 ] ] } } }, { "filename": "pheIQVrevXyulhYqdjKj", "sample": { "url": "https://flores.org/", "sample_id": "bbf7e5a2-fd75-4221-9154-275a51ebdd34", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.861760433501606, "dark": 0.674662504681646, "saturation": 0.65177432154415, "blurriness": 0.227214556088971 }, "rect": { "height": 1540, "width": 9515, "x": 5655, "y": 8245 }, "landmarks5": [ [ 1720, 4166 ], [ 6672, 3733 ], [ 1580, 5071 ] ], "landmarks68": [ [ 970, 3312 ], [ 9891, 6973 ], [ 2066, 9343 ] ] } } }, { "filename": "oXWXptiYxoxuzqLubzfM", "sample": { "url": "https://jones-parker.com/", "sample_id": "c19d9513-15c4-4003-853d-bc6e61709d15", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.689216898193939, "dark": 0.554153425305932, "saturation": 0.712703917433823, "blurriness": 0.606917703712976 }, "rect": { "height": 6046, "width": 4181, "x": 3593, "y": 2905 }, "landmarks5": [ [ 295, 5975 ], [ 7806, 1908 ], [ 1682, 6304 ] ], "landmarks68": [ [ 5162, 9765 ], [ 3672, 8359 ], [ 3757, 8546 ] ] } } } ] }, { "samples": [ "646d7d53-7daf-4d1e-9bab-17cd43319ca8", 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