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": 17, "gender": 1, "ethnicities": { "estimations": { "asian": 0.916752759749503, "indian": 0.998424110523378, "caucasian": 0.704950141039838, "african": 0.52220201451037 }, "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://wood.com/", "attribute_id": "01478a5a-5f6b-4200-b79d-921d53fee048", "score": 0.549635171479838, "basic_attributes": { "age": 91, "gender": 1, "ethnicities": { "estimations": { "asian": 0.793773183956064, "indian": 0.88622217432633, "caucasian": 0.5640932908007, "african": 0.75633006165553 }, "predominant_ethnicity": "african" } }, "samples": [ "ea862cc6-9f93-41c1-bf1d-aaf44bf880de", "e181407e-340d-4a4c-a0f6-551df29b07be", "408d71a5-eb1d-44d8-b037-cfa7c09ca80c" ] }
- 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": "107705a6-8cab-476c-9842-e0465145aab6", "external_id": "DqJWbVxiGPfRMtkWPJff", "attribute_id": "38af5bec-66b7-443c-b9ae-11a8ccbe1992", "create_time": "1985-11-05T00:13:48.244739", "lists": [ "58353fa1-c29c-41c0-b0d5-4bcf039671ae", "9ac466db-0269-4c03-aa50-1bbfbc7ba804", "9930b1e9-da2b-4192-bcba-672940d2267d" ], "avatar": "https://combs-howe.com/", "event_id": "8a16987d-0768-4eef-a548-a755364cfd12", "user_data": "brooke44" }
- 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": "4417a46b-71e5-490f-afa0-57ec986681ea", "user_data": "20720 Jennifer Station Apt. 940" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.294663372649352, "face": { "face_id": "b567dc19-68cc-42ad-b43f-f5a103588d1f", "external_id": "pUyweNmTiaFBJQyEkjtK", "attribute_id": "2581e3ed-32bd-4139-97da-3d62d6c23ce6", "create_time": "1976-01-01T18:34:15.247902", "lists": [ "610bf278-5a91-421f-a093-eae525655062", "2e967af8-eeb4-441e-b972-2948326bb41e", "ccb47071-065e-43a4-ab6a-b95cf588c388" ], "avatar": "http://perez-carter.com/", "event_id": "38177a07-ab7b-411c-81ec-4cf9a5b9478a", "user_data": "gardnerangel" } }
- 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": 0.601405219021272, "face": { "face_id": "cca5c5ee-05a4-4a4e-8557-882b0e6a9ac0", "external_id": "TObxGqaFyECpTwrKoRHr", "attribute_id": "c178334c-20de-42b2-b15f-869ddec94b32", "create_time": "1997-04-13T23:15:25.482251", "lists": [ "a7f27f60-7449-4c07-a494-7796ec917bf6", "b6134668-a1fe-4571-8320-27b0508ec5c9", "98c687e2-e3e2-4138-9468-6bc29c62eb13" ], "avatar": "http://taylor-johnston.com/", "event_id": "4f2c6d11-55f8-4ece-a138-0e64181c77b1", "user_data": "xmccarty" } }, { "similarity": 0.160213359379341, "face": { "face_id": "19e25814-0c3e-4671-924a-5f48eb610a22", "external_id": "srpmalPXDecyrjBwuSLH", "attribute_id": "af7e559d-6c0c-4ef2-8fb6-ad4129d94a49", "create_time": "1981-06-21T12:39:05.898821", "lists": [ "47d3cca9-2de4-4f7a-9b00-f2e0a635e20e", "c10e35c9-5b04-4467-aeac-280298230add", "7d0351e6-a9ad-4cc2-a721-1f82cc756e20" ], "avatar": "http://bernard.com/", "event_id": "0970e97f-fb13-4217-bd37-51de990c14bf", "user_data": "jennifer20" } }, { "similarity": 0.40537091702199, "face": { "face_id": "78d89517-e74d-4c7a-91be-4ae9f5f1f835", "external_id": "NyxacwaiQICJXREYeNSS", "attribute_id": "5028bc16-183e-47e0-b47a-01d15c25dede", "create_time": "1975-01-08T10:39:44.288322", "lists": [ "9e63c871-e497-4288-bcee-9ae12535d403", "d6981c5f-fdf6-4c31-8a6f-c7e84c537e2e", "e38cf4bc-b69f-45ce-bb3e-7bf269a48293" ], "avatar": "http://moore.com/", "event_id": "8b7a4d9f-0786-4318-8ec0-6c6b6e0e47f3", "user_data": "wboyd" } } ], "list_info": { "list_id": "ca565c00-5946-4059-99dc-84cc12bc3d89", "user_data": "16781 Isaac Expressway Apt. 107" } }
- 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": "50dddb23-d05c-418d-a2f0-8073949dd56e", "Luna-Request-Id": "OLmBphvgNqopQkspVury", "events": [ { "samples": [ "d68dd66c-9e10-429f-9a9f-7fe0f3110349", "af8e2206-9677-495c-8fc5-aef7859dbd35", "50373ee5-d495-409f-b1ad-088364358a58" ], "attributes": { "url": "https://haynes-blair.com/", "attribute_id": "a2e170a3-9afb-4a69-8eb5-50aa3f1f3a1e", "score": 0.621707852760533, "basic_attributes": { "age": 61, "gender": 1, "ethnicities": { "estimations": { "asian": 0.995300745944, "indian": 0.35058808167708, "caucasian": 0.983550915089461, "african": 0.747540623728596 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "e544c0f1-bd15-4f2f-84f7-cdf1fe02c8fc", "ad88bee6-2941-4e4e-a77f-15cea6332faf", "c01a0cf2-7a81-4a42-94a0-0e3c57b80d21" ] }, "source": "2633 Victoria Circle Apt. 739", "tags": [ "lNJFpZonilycuHkeyVVY", "tUSgBMQBxzjKLhzwvFVH", "RhHkHuFGhhKPcTgiwqnB" ], "event_id": "566a4b10-3acb-47e9-95a1-509485d82898", "match": [ { "candidates": [ { "similarity": 0.960693563229993, "face": { "face_id": "3e549115-1ce2-4583-851f-a34a0b8edac7", "external_id": "qMYPuCxlaXCsIFaNICIm", "attribute_id": "1c66e835-4ace-4938-94c8-a6edaaf978f6", "create_time": "1987-04-28T15:17:20.825163", "lists": [ "c47d7f0b-93ba-420d-a76d-0722f753fc38", "832d80fd-83e1-476d-b8bf-98c9e5ddac2b", "ebd4222b-b464-4b37-b5ae-fe239fbfc5d6" ], "avatar": "https://peters.org/", "event_id": "c3c1b685-aa69-4e50-9aa3-d634404f86ae", "user_data": "calvinlong" } }, { "similarity": 0.60884448356596, "face": { "face_id": "1310b03b-a77c-4fab-9084-6c9854690e98", "external_id": "ehiQBMKkZoUyNskdObzA", "attribute_id": "8c4455dc-6748-40a9-b535-de24c26d6141", "create_time": "1985-03-08T22:53:44.044133", "lists": [ "1ae90c60-57c8-4904-a3da-39073f9e151e", "35e602f7-fd32-49f9-b879-272e952414cc", "6d187545-96e2-474f-8865-8f28588229ea" ], "avatar": "https://www.reeves.com/", "event_id": "c0bac877-658e-4c89-9bcf-9faa97e52761", "user_data": "farmerdaniel" } }, { "similarity": 0.873240039998757, "face": { "face_id": "ebee993a-55da-41d3-8393-640fbd18850e", "external_id": "yjETGLZqDowzjsaQmguo", "attribute_id": "d3da6148-5b19-43c1-87ba-590084ccefa3", "create_time": "2021-11-22T03:26:39.248793", "lists": [ "1a86b0ed-4416-4e0e-9181-778208841f04", "724116ba-ca25-442b-8321-2a2e8ad6e5de", "b747c189-ff01-42c8-a505-e53180b54294" ], "avatar": "http://long.info/", "event_id": "006ea8fc-d864-449f-bd02-1c4665a25a8b", "user_data": "hesssean" } } ], "list_info": { "list_id": "016aa47c-3993-4906-afff-aac10785d81c", "user_data": "2721 Melinda Isle Apt. 567" } }, { "candidates": [ { "similarity": 0.609158040819684, "face": { "face_id": "94519745-2cd3-4957-9dca-59f7b76cc932", "external_id": "usjlopjvLjFKLPBWHUOB", "attribute_id": "fb9872b1-877c-4056-9e00-7b4fadc05c27", "create_time": "2000-05-30T13:33:47.876738", "lists": [ "c21b42e2-425f-4ff7-9b3d-767edbecfa57", "5810d398-1322-423c-ba3d-935b7d40fabd", "f70b9b00-79f5-4b16-b188-69b76a24f072" ], "avatar": "http://chapman.com/", "event_id": "bff63eff-3a71-485f-841f-5f880c0734b6", "user_data": "dianasanchez" } }, { "similarity": 0.477542095532318, "face": { "face_id": "a420d3c3-bec0-4abe-a942-221e87d1c6a4", "external_id": "afJKtujCXRfYsJcfWkCk", "attribute_id": "cecdae16-231b-49bf-acbf-0d5edea4bc86", "create_time": "1989-11-23T11:10:11.446511", "lists": [ "2ec40f44-231a-4dd9-b22a-72d9bbed0691", "390e4df7-939c-4e65-b089-bf19ab410810", "dd0f32ae-0334-4702-b431-ba43261d6f10" ], "avatar": "https://garcia.com/", "event_id": "2a1a494a-402b-479a-8457-8a2ac4bef60f", "user_data": "kellerjennifer" } }, { "similarity": 0.45234667064158, "face": { "face_id": "c676fa2e-8ed7-4da2-ae46-3358c662d04d", "external_id": "IqIVBvffARhonzqXnHWC", "attribute_id": "bf628054-79ed-42ea-9400-8e0d84542ce2", "create_time": "1972-11-07T12:05:17.966874", "lists": [ "e12328b3-258b-40b7-89b1-ff65b506d4dd", "f7a1bc38-b35c-46f0-b1f0-bd0d18fdf831", "0bbd1800-a43f-4c0b-934f-b8f51e8ed60f" ], "avatar": "https://www.young-williamson.com/", "event_id": "d689d98a-9d10-44cc-a168-138a676c8ada", "user_data": "larry54" } } ], "list_info": { "list_id": "6ffe15a6-f7e1-471b-8ac5-5a4da2c0b613", "user_data": "676 Wanda Creek" } }, { "candidates": [ { "similarity": 0.82048314724845, "face": { "face_id": "43695576-cde5-4742-b982-3cd512808a5f", "external_id": "ANTAvuxzBWtrRvQGpBEd", "attribute_id": "8298d196-896b-4efa-a40e-698588e923de", "create_time": "1997-01-26T20:43:52.819907", "lists": [ "43675853-e777-4219-a7e3-eeb8711539db", "9d6bf854-6878-4a49-9f2f-171b9edf7847", "5acdfe49-ad8c-4df7-b54a-ee345e78b581" ], "avatar": "https://gross-mosley.com/", "event_id": "82e9f895-ec6b-452b-a723-79b262b101b2", "user_data": "priceerica" } }, { "similarity": 0.639287540469593, "face": { "face_id": "b70d4981-3ed6-4658-9651-ba9903ce78c6", "external_id": "kZWPUPzOlgTfAkzaoSem", "attribute_id": "3eee0c6c-c774-4fa4-94f5-796faaf9466a", "create_time": "1982-03-26T03:42:15.467237", "lists": [ "3b14e77f-fafb-4309-b1f1-1080a377c948", "50296545-fd3b-4cc6-b04a-5102ba5849ac", "f08fe4db-8bc9-4583-b5bd-ba51f6636ff6" ], "avatar": "http://gilbert.com/", "event_id": "32e65979-4249-45e7-a6fb-b55103786a25", "user_data": "joliver" } }, { "similarity": 0.901547039923689, "face": { "face_id": "98ca26a4-dc05-4da8-8719-2e1159f5968d", "external_id": "JdivzLLziSNCaSAVDrZy", "attribute_id": "d4e03f72-e9cc-4c28-970d-60e85bcade8e", "create_time": "2024-07-10T01:27:22.802072", "lists": [ "8b47ae84-b669-4f66-9ed9-33be915fc696", "83813895-6cbe-435c-9064-d793d365b34c", "7227dce2-d67b-46be-a1bd-6ca3cea7d349" ], "avatar": "http://www.berry.org/", "event_id": "9b2d9dd9-a754-471b-b8ab-c15c13cf1980", "user_data": "hernandezmichael" } } ], "list_info": { "list_id": "6f3b6860-9e55-4f2f-b1f8-7c59b9ba80c6", "user_data": "91599 Roy Roads" } } ], "url": "http://rodriguez-gutierrez.biz/", "face": { "face_id": "16b7ba45-b53a-4b84-83f6-9db787e990b2", "external_id": "uWWPDrLPmFTNXEygEYVq", "attribute_id": "f6dcb4bc-aa52-4a84-9db1-25fecbc5c1f9", "create_time": "1999-10-10T10:17:33.799341", "lists": [ "de2fdf1c-7492-45d4-9dcf-e275448bdb61", "d37dfff3-1625-4e3c-a733-b03bc9f163ff", "03c2c2d2-68d0-4836-8fa4-ace128800301" ], "avatar": "https://www.odonnell.com/", "event_id": "05886043-275f-4a91-a5fc-9e2912b56070", "user_data": "powelllawrence" }, "detections": [ { "filename": "FEOYpbrfkzNYLRkBcLPt", "sample": { "url": "http://moody.com/", "sample_id": "16bea6de-3068-45aa-9c12-27a010af6b0e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.447849546694107, "dark": 0.78435720031995, "saturation": 0.88883213016221, "blurriness": 0.51135935398599 }, "rect": { "height": 2082, "width": 4925, "x": 3643, "y": 4930 }, "landmarks5": [ [ 9521, 4466 ], [ 31, 1675 ], [ 8208, 6123 ] ], "landmarks68": [ [ 3231, 2546 ], [ 8722, 6998 ], [ 9394, 1183 ] ] } } }, { "filename": "JPpjTqjFQCESccCTcxcP", "sample": { "url": "http://www.romero-francis.com/", "sample_id": "9e369a1f-34e8-46a4-950b-1d5eacf9f340", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.688607085315553, "dark": 0.481592370627354, "saturation": 0.419069470682288, "blurriness": 0.600347430005531 }, "rect": { "height": 1262, "width": 4213, "x": 1609, "y": 8509 }, "landmarks5": [ [ 2111, 3231 ], [ 5631, 6056 ], [ 2244, 4301 ] ], "landmarks68": [ [ 7609, 273 ], [ 7972, 1886 ], [ 1942, 8681 ] ] } } }, { "filename": "nZZxDlLqiuPDANBWISoZ", "sample": { "url": "http://wilkins.net/", "sample_id": "53a8da82-1749-417b-9c2f-23fd50ba09e6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.366647907174275, "dark": 0.604212375973891, "saturation": 0.340526880732789, "blurriness": 0.31571478519287 }, "rect": { "height": 5602, "width": 3340, "x": 9063, "y": 3063 }, "landmarks5": [ [ 8780, 4633 ], [ 1981, 6873 ], [ 5281, 8931 ] ], "landmarks68": [ [ 9730, 2343 ], [ 3657, 7597 ], [ 5231, 2843 ] ] } } } ] }, { "samples": [ "e7bb2cc2-32c9-4d7c-b6da-d843628af9de", 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