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": 71, "gender": 0, "ethnicities": { "estimations": { "asian": 0.249413590843224, "indian": 0.80350387003632, "caucasian": 0.817249892980628, "african": 0.2974125213142 }, "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": "https://www.cox.com/", "attribute_id": "0c2dc56e-e1b7-469b-9d47-f965fa6d8d40", "score": 0.9580805182058, "basic_attributes": { "age": 69, "gender": 1, "ethnicities": { "estimations": { "asian": 0.796560899224462, "indian": 0.893306525297243, "caucasian": 0.458094049534567, "african": 0.475475208140103 }, "predominant_ethnicity": "african" } }, "samples": [ "7dd0e261-9b52-4bf3-bacb-458cc8c03e04", "31c6b436-8cfe-4421-89fb-5de5cdcd2d3c", "a7dd4de0-5ea9-4368-9085-6d86c03d4cac" ] }
- 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": "f9a13995-0690-4183-a5ed-803a207a1266", "external_id": "fDxmmlNWnpJJOUDrLWCC", "attribute_id": "cc613a3a-2128-4b97-9195-05e0007c9dbb", "create_time": "2014-07-26T09:47:14.785366", "lists": [ "3ac37376-f16a-4c9d-b6db-3deca53e889a", "a5f0ccb1-8b7b-431d-82b4-c9a6f1683030", "270af6b1-2e16-459d-a029-c8a6da5190b5" ], "avatar": "http://porter.com/", "event_id": "276d8d1d-2b60-4f37-b1ec-e84bde6b502c", "user_data": "april86" }
- 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": "bb3e641c-c88f-4d29-a509-eabd2bc7fc13", "user_data": "180 Hensley Road Apt. 825" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.390573354432009, "face": { "face_id": "e192381e-5ed2-4d27-ab60-936672de2d3b", "external_id": "WjeQPNkowMDUjAFPFEqG", "attribute_id": "8805ffc1-cb77-4384-a8c7-5283b03b0375", "create_time": "2016-03-05T15:46:34.536436", "lists": [ "93fb1ee5-58b7-4e8c-9c90-38c15fb4bda6", "5a4023bf-6766-4568-b95e-bef96b3c7a09", "cb0d8fc2-8a28-45ee-89db-32ca3895eb46" ], "avatar": "http://www.lewis-jones.org/", "event_id": "046e835a-4ca5-4287-a1fc-5881b06ba598", "user_data": "emilysmith" } }
- 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": 0.470920216595533, "face": { "face_id": "2534d372-2cd2-415a-b790-1f2ade7fd397", "external_id": "ntzZiAXwesTfbMVSlteS", "attribute_id": "3c597d52-e2ab-46a7-b2b6-2dbd231dbcdf", "create_time": "1991-06-22T10:29:59.115498", "lists": [ "3bdcd885-55c0-4acf-bae8-260e9d2f61fb", "28d99af0-0771-4e74-b967-18931523f42c", "bb6611ff-3bee-4f8c-ad0f-d60cde259077" ], "avatar": "http://terrell.info/", "event_id": "fba2349b-3f84-4194-a5b8-b6c5d75d33ae", "user_data": "asmith" } }, { "similarity": 0.202024588295449, "face": { "face_id": "09f25f63-de3d-4d3a-8d15-9a451197aa00", "external_id": "pmJaSbwxrriREmXrVfFM", "attribute_id": "f1fd008a-bcc9-433d-8e1e-009a307a90b4", "create_time": "1994-06-08T00:59:01.861575", "lists": [ "1de6a80f-294a-4f85-8771-c9f09a47b5eb", "e6fb8b5e-64e4-434d-9e8c-9e42b164a03c", "76d97c38-0e92-4fbd-8a4f-abb3fbe88424" ], "avatar": "https://www.ray.net/", "event_id": "11c8e254-dee8-46a0-b96a-7084c7b1c05f", "user_data": "aguilarroberto" } }, { "similarity": 0.898616367228851, "face": { "face_id": "8cf9612c-4e06-4fb2-b1c5-591d994f64b0", "external_id": "CDaDamZuqEqUOJbbDruG", "attribute_id": "d135880c-2191-47b2-a709-d3facef44e6b", "create_time": "2017-06-18T01:08:52.986466", "lists": [ "9a86473b-37cc-4552-b017-9e310d204c8b", "3b79d108-4e06-4efe-a145-4868d5478c48", "4f52198d-43dc-428e-af8e-89995959dece" ], "avatar": "http://www.rogers-wood.net/", "event_id": "cd7c2139-682d-400a-9552-7c912dea1853", "user_data": "wcastaneda" } } ], "list_info": { "list_id": "c4df648b-b51b-4992-a410-04a9a7f57afb", "user_data": "237 Nicole Junctions Suite 598" } }
- 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": "4cb36972-2a7f-4cd1-ae8a-d956e8815cac", "Luna-Request-Id": "SjSfhgBtFwLMhDJQjQwt", "events": [ { "samples": [ "9e510725-d8fe-410f-aa01-63c9eb0682f8", "f47e29e1-365a-4210-bdbd-137e4d09663f", "381e8d93-8344-402f-894c-91c578fc968f" ], "attributes": { "url": "http://lawson-miller.org/", "attribute_id": "1bba59c9-3e29-4c4a-9388-05836f8306e1", "score": 0.182109651745, "basic_attributes": { "age": 88, "gender": 0, "ethnicities": { "estimations": { "asian": 0.227316320899442, "indian": 0.514016213196104, "caucasian": 0.45055283471931, "african": 0.672594064362493 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "ff788406-5763-4ee9-ab64-3ba715db5de6", "51d6714e-24a3-4cf6-b306-941f5501cd15", "1556e605-a007-4e15-9783-53a204111dd1" ] }, "source": "27934 Melanie Trace Apt. 603", "tags": [ "QxjTVLGwNplpltIvUILL", "hVqfJNwJkSlSBNFyBZKI", "BeKIjWnMmcNJpsCCNeci" ], "event_id": "1f39ea1b-4eef-4c01-8573-e3abe40c595c", "match": [ { "candidates": [ { "similarity": 0.386171758044964, "face": { "face_id": "e0bbb7d8-fdb7-4624-8d85-694e5e4e3ab1", "external_id": "TjplRntZqnNrOsBYSrKe", "attribute_id": "d2b2fd4e-17d7-44fa-b989-5a91941b5956", "create_time": "1976-06-23T16:18:02.887382", "lists": [ "7a0f7f70-0c3c-4296-b232-46100f459826", "77e95de1-5c90-419e-8f83-2d3718c2745f", "01697056-ead4-45c4-bcdc-62a0a6d970fb" ], "avatar": "http://rodriguez.net/", "event_id": "e02a0228-819c-4ea4-b6dc-2b2bf2873a57", "user_data": "ernest72" } }, { "similarity": 0.759800041060219, "face": { "face_id": "99332cde-4c70-43fa-9700-8250d6c882b8", "external_id": "uuAdgKOVzXRPGwFYwguq", "attribute_id": "1fd37d60-205e-423e-8f60-6da453f57680", "create_time": "2001-08-28T17:36:17.875007", "lists": [ "059f258c-78b2-4ca2-96d2-c4b7f9ef4170", "cb89084b-1bde-4ffa-ada1-e614b273ea16", "dcfb5bd1-9d84-4ffb-8de6-e4520f4b65c9" ], "avatar": "https://www.hamilton-ramirez.biz/", "event_id": "099c70ac-9d2a-42fc-b2f5-5a53807a723a", "user_data": "asmith" } }, { "similarity": 0.971950749529122, "face": { "face_id": "1d34a4a8-6a6a-4d5e-8ecb-324751805b4a", "external_id": "zwiXInwPbivpLSSViwkT", "attribute_id": "eb62a9de-d480-4678-b311-a7ff1a471a94", "create_time": "1971-05-25T07:27:36.321805", "lists": [ "9a783760-a438-4a95-aab4-7be88fd3c1e8", "cbd6fbae-d3c9-42cb-a815-2b8b9286872a", "2a6b82fc-876e-406e-b307-4678b4339b37" ], "avatar": "http://fernandez.info/", "event_id": "17bc838b-3487-413a-b8fa-9565fda4f939", "user_data": "fellison" } } ], "list_info": { "list_id": "505204b5-3d2b-451b-8110-206ec3c5b72a", "user_data": "99370 Michael Alley" } }, { "candidates": [ { "similarity": 0.942809525962414, "face": { "face_id": "d590efba-c62d-42a7-a9f1-7d2c475f4125", "external_id": "MfCyCqgHQJBWhGkvZrVD", "attribute_id": "b5a3f4f0-215f-47eb-8f2b-70cd44f577bd", "create_time": "1975-09-19T05:04:55.207955", "lists": [ "c6e800b4-019a-4fc5-b789-934ca7582382", "cadbbf64-0a2e-4c38-8145-20b862e55717", "4edcc6ad-dd0c-4e27-b643-875db52d6664" ], "avatar": "http://watson-thornton.com/", "event_id": "66a8b405-77e5-4565-914d-b8b532dbd96d", "user_data": "ugrant" } }, { "similarity": 0.631794854871103, "face": { "face_id": "68c0afe8-fb4c-4b52-b587-8c33f9161268", "external_id": "cHBuRbBbnMsmeHiGBvSz", "attribute_id": "936ed177-ddb2-40e8-a1a1-44fcdebe13ee", "create_time": "2010-05-10T01:08:55.068115", "lists": [ "dee65498-0be4-406b-92fe-cdc9c6c63808", "d5e7b8b0-74a1-4fff-9b78-355785b7445f", "ca99288a-bc0c-40ed-9c83-d718653b41e1" ], "avatar": "https://www.gray-mcgee.com/", "event_id": "430d77a6-fae8-4a80-b89d-bed0604d1290", "user_data": "oabbott" } }, { "similarity": 0.118374631764881, "face": { "face_id": "9ada925a-d93b-4de8-b7a1-df4d5afd7685", "external_id": "almXCPduvFzOsAkXkNuP", "attribute_id": "e4218fd1-2a21-4dcb-a926-fc670766e984", "create_time": "2025-10-09T22:27:06.006151", "lists": [ "8e788dd6-a340-483e-b658-f2a19fbf51ce", "316d9587-810c-4339-bbdf-5891539b9fd7", "4d47c0c4-e1b8-4af7-bfda-aadfbf61aa1b" ], "avatar": "http://zavala-mendoza.info/", "event_id": "4393b4f1-354c-4e00-ac08-289229d4047c", "user_data": "dixoncarrie" } } ], "list_info": { "list_id": "bca05dd4-26df-4efb-bf69-72251f725308", "user_data": "74054 Nunez Falls" } }, { "candidates": [ { "similarity": 0.472400644786123, "face": { "face_id": "510ec22f-f84a-4fbe-a40e-9f0a7bc7ca70", "external_id": "GLonxNwUtsHeBhKWwozZ", "attribute_id": "1b5d4d82-64df-4269-ab6f-74fb89577e54", "create_time": "2014-02-18T16:48:53.664994", "lists": [ "e7c5a0b5-3dfb-4c67-9781-fbc701eb7dc7", "9fa075ab-2ac2-4d17-b9d5-85f58bfd54d6", "a9ceef2d-3759-4a58-a985-fb616613c1b9" ], "avatar": "http://russell.com/", "event_id": "7f455346-c546-4614-b52f-bac0cc141abc", "user_data": "scottacosta" } }, { "similarity": 0.279206428865724, "face": { "face_id": "bc494783-4e7c-42d8-9672-3d905fa89cc6", "external_id": "RTiudNeHfTaRulKoUAaW", "attribute_id": "0c99a0cc-956b-4a4b-b168-07a900f49a2c", "create_time": "1971-03-28T20:30:28.615438", "lists": [ "aac5a0de-e0e2-4643-9dbe-85314527cca6", "2e66893c-0253-408c-99f0-ffb5d5055967", "6ecb3f8d-5e3f-4883-a5c1-ebe809a982c7" ], "avatar": "http://www.petty.com/", "event_id": "5b2dcde6-860a-4d23-97e9-12061bd1870d", "user_data": "qestes" } }, { "similarity": 0.167496338355574, "face": { "face_id": "7476205f-1dca-4d25-be66-2c68461cee6f", "external_id": "UGfWHEgthTXkdECqHZEf", "attribute_id": "06a2f526-e11d-4918-8003-2c55c53da2b0", "create_time": "1989-06-29T08:48:02.619740", "lists": [ "aae4e465-b056-4dbd-b308-567ca249ca7c", "cba9ce91-800d-443a-adb0-00ea2aec42dc", "a198bc38-18b0-4971-b81a-0dc9bd7e8db3" ], "avatar": "http://www.harris-bell.com/", "event_id": "49c86d05-c238-43be-ae3c-8ef707602942", "user_data": "gatesrobert" } } ], "list_info": { "list_id": "71126353-0621-4274-8a3c-b71bf537185e", "user_data": "800 Kathryn Skyway" } } ], "url": "http://armstrong.com/", "face": { "face_id": "b69ae12a-035d-457d-81fb-3091a9a4d006", "external_id": "voWlUhswMTogmcjXkukH", "attribute_id": "ae9b77e5-3ccb-4805-9655-9f6d2d68a16b", "create_time": "2019-12-07T15:24:08.769950", "lists": [ "48023164-462c-4df0-9559-2616a094794b", "25c1f2c1-99f2-4c2a-87a4-5535c5dca1f2", "72b98122-fc34-4eac-8de0-0f6d19675226" ], "avatar": "http://burke.com/", "event_id": "92b19476-1222-43e1-9bdd-1ac6ba8f08d5", "user_data": "jennifernguyen" }, "detections": [ { "filename": "lZhgFHvnDXwOFlKBGCIQ", "sample": { "url": "https://www.grant.com/", "sample_id": "6e2046e1-fd6b-4512-921b-e04961ba3e18", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.153891849846986, "dark": 0.506962219309471, "saturation": 0.432296157772346, "blurriness": 0.188227501140037 }, "rect": { "height": 9509, "width": 4661, "x": 6635, "y": 8502 }, "landmarks5": [ [ 3521, 3040 ], [ 476, 7930 ], [ 2895, 1621 ] ], "landmarks68": [ [ 2249, 8437 ], [ 4480, 288 ], [ 3398, 6261 ] ] } } }, { "filename": "CxWgDTyzFGsvFXiqmJSp", "sample": { "url": "https://glass.com/", "sample_id": "2be37994-0999-411d-a43f-cd18412c1f2c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.577747357805544, "dark": 0.50521108983043, "saturation": 0.385493367189005, "blurriness": 0.147221030198882 }, "rect": { "height": 5737, "width": 2022, "x": 5848, "y": 6577 }, "landmarks5": [ [ 9764, 9387 ], [ 3606, 5417 ], [ 4953, 7043 ] ], "landmarks68": [ [ 4976, 2202 ], [ 986, 9727 ], [ 6620, 1419 ] ] } } }, { "filename": "KaXGSvQoWXUTPTHBogNu", "sample": { "url": "http://www.daniel-thomas.biz/", "sample_id": "d8f074c6-7c72-4d2b-a321-f8a10f70d0c7", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.751632474770863, "dark": 0.210618290139273, "saturation": 0.409318448014328, "blurriness": 0.973313330835523 }, "rect": { "height": 1558, "width": 7290, "x": 7239, "y": 9606 }, "landmarks5": [ [ 9958, 1154 ], [ 1047, 1316 ], [ 227, 4361 ] ], "landmarks68": [ [ 6749, 7868 ], [ 1408, 8394 ], [ 2671, 8862 ] ] } } } ] }, { "samples": [ "e33c4567-6205-4145-81cb-af70ac40145a", 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