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": 61, "gender": 0, "ethnicities": { "estimations": { "asian": 0.428959062441087, "indian": 0.993455804141096, "caucasian": 0.983164768284138, "african": 0.9144244833949 }, "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.lozano.biz/", "attribute_id": "95c13d68-11d9-45d3-8810-5ae3c642fbfc", "score": 0.819622026993187, "basic_attributes": { "age": 38, "gender": 0, "ethnicities": { "estimations": { "asian": 0.18166908078902, "indian": 0.500379217032034, "caucasian": 0.756036769514344, "african": 0.997502558813052 }, "predominant_ethnicity": "african" } }, "samples": [ "af844972-5867-407f-853c-54aa487585b0", "75250c24-4a33-4aa3-9fe7-145ed211c8a2", "21c91145-813b-4a17-916c-a7eb67f07d82" ] }
- 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": "f208b8d7-f1bf-45d0-8e32-d1c13c98ae4b", "external_id": "YsejLGWjeUnAZhTbLpxY", "attribute_id": "3860d51c-c95d-49be-a27f-81e5ca6caacf", "create_time": "2001-03-25T06:03:14.994996", "lists": [ "4054db4d-05bc-421d-898c-c2cd04094d38", "4df5c660-1c2a-467b-b79c-a61706546924", "e4c924c1-dfbc-458d-9201-7f70eeaa1971" ], "avatar": "http://www.bennett.com/", "event_id": "9036f2ab-037a-4a11-b5d1-a8f562428350", "user_data": "gina79" }
- 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": "1087e60f-b4c5-4fcf-885b-1d8e8755a0f7", "user_data": "80316 Charles Crest" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.140045845734621, "face": { "face_id": "86d2e427-db5d-45db-b189-dcc0c5a19c04", "external_id": "BHuSSJNpJSBZMFFcOojp", "attribute_id": "12267b1d-3e28-4842-b780-e7282834bb5a", "create_time": "2010-04-27T05:59:53.121075", "lists": [ "6f588b87-7a52-44a3-a9f3-8b8f95acd3da", "f302bf51-4acd-4e0b-8795-d5d5124cdb1d", "bb7b391d-f11e-49a8-a0af-57c25a8e9511" ], "avatar": "http://www.torres.com/", "event_id": "9d24a06f-8498-48ed-9d46-41264d13be63", "user_data": "meredith84" } }
- 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": 0.758326245338172, "face": { "face_id": "2f7e7c5e-5f07-4621-b8db-3507aa1b809a", "external_id": "WQHkYUGLlNtmfbgdOEac", "attribute_id": "9f8dc778-e031-4cce-8ba0-bba3435d0992", "create_time": "1982-01-14T14:54:45.227733", "lists": [ "5eb1ea82-9766-413f-ae3b-a3f9c59508b0", "c9eb3b41-ff5d-47c7-93a4-464566fe7dc0", "b2069650-d08c-46b8-8033-62828d785dd1" ], "avatar": "https://thompson.com/", "event_id": "dc43fa35-ddc5-47bd-bb5d-a9dfd7884616", "user_data": "murillokeith" } }, { "similarity": 0.409662297642344, "face": { "face_id": "ce92cfb5-ff5f-4ab0-9469-cfb033194ef4", "external_id": "KgFYqzhPDfoJbsKYpxjE", "attribute_id": "83b6622c-bf20-477f-9fa7-40467853713a", "create_time": "2020-11-11T03:42:27.359236", "lists": [ "e3db9a95-9104-4259-abd1-7f8858c7f2a4", "a7d2575d-16a9-4093-bf0b-3c4957282e17", "e5bac145-dc8f-4169-8b71-962ee9a5caa0" ], "avatar": "https://miller-nunez.biz/", "event_id": "e4464754-8923-44ff-9973-854a77c2060e", "user_data": "vaughnanne" } }, { "similarity": 0.644864197402386, "face": { "face_id": "25ed856a-c773-40d6-bd08-32e4b654f421", "external_id": "vQCuEyXMrVigUspPmJYk", "attribute_id": "66470eda-fc70-41cf-8d29-283a8b77361d", "create_time": "2016-08-25T18:27:58.081112", "lists": [ "52254d81-ff3c-47b4-9790-440fa8976c89", "26b04a13-6ba9-4623-88b7-37380f433e8f", "70507819-548f-4a9c-b19b-109d2299413c" ], "avatar": "http://barnes.com/", "event_id": "0621d865-cfdb-4193-8e76-5ecc44102faa", "user_data": "nmiller" } } ], "list_info": { "list_id": "aa7bb48b-5926-4baf-bfe3-0f546e75b06c", "user_data": "512 Carrillo Curve" } }
- 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": "d08e2958-9c35-4175-aaf5-e3e31d653e33", "Luna-Request-Id": "wKJklGJqCWyPOsFtZyaY", "events": [ { "samples": [ "e65ef241-c1a7-46b9-839d-f2a8eb6ee502", "102f7fcd-0ff4-414f-bf9c-821116328426", "6705d2ac-cc37-4258-876e-6b161760cd23" ], "attributes": { "url": "http://www.marshall.info/", "attribute_id": "2a9e92ff-6cd7-412d-be81-16ea4266ec9c", "score": 0.541041244235844, "basic_attributes": { "age": 90, "gender": 0, "ethnicities": { "estimations": { "asian": 0.21918714709555, "indian": 0.488532341745984, "caucasian": 0.44353251433967, "african": 0.905343143707292 }, "predominant_ethnicity": "asian" } }, "samples": [ "a6c35425-b3f5-4492-9ff1-9fd16c40503c", "82f36fa5-a05c-4969-9bdb-8dd463c1dd86", "541718ca-2c08-4897-8fa7-81f9678c0580" ] }, "source": "0624 Paul Row", "tags": [ "XlMcHclWGdmVKENEjdPK", "pKmGeGIROvcSUiyhNntT", "iijHmVXwpYUHrnlXBgJI" ], "event_id": "91bc1c16-5113-44b0-a2ff-ecf9cfb6c5aa", "match": [ { "candidates": [ { "similarity": 0.645116368743728, "face": { "face_id": "659a7dcc-66c4-4205-a11f-4c35eca4b5f8", "external_id": "dAytsweduFFiwxAwczua", "attribute_id": "21a72b97-8368-42f2-8d83-197cdfd1a252", "create_time": "2019-02-23T20:16:52.209904", "lists": [ "25be2a39-cf72-4ea8-a190-4a4e32dbb959", "b5090148-c453-4d5c-90ea-baa0f24fb551", "10851ee2-1a10-4a59-9ee7-9a67756d28d9" ], "avatar": "http://mccall.biz/", "event_id": "233a274b-52a9-40db-b933-e0293161f80a", "user_data": "blake58" } }, { "similarity": 0.249294588707725, "face": { "face_id": "9a44b4f0-27cd-409b-b45d-e51cb67774e3", "external_id": "cDOhKbQElRMfXnwawcEW", "attribute_id": "a3a3fef0-694a-43f9-bc10-7b7b950f2892", "create_time": "2020-12-20T06:52:34.448249", "lists": [ "1c0603f4-db62-44a4-80f5-bf22e91ed7a9", "ee65aaf4-9557-4ce2-a666-bb0c33df6c18", "0ecf2017-bfbd-4e7b-8675-3dc6a626bdb7" ], "avatar": "https://nunez.com/", "event_id": "f3470407-a10f-4bcd-89b2-832f993218d4", "user_data": "jamesflores" } }, { "similarity": 0.529834939931892, "face": { "face_id": "1c8ff0da-bf45-4b9c-9416-93c92c2945a2", "external_id": "MbmkRpLbnLwnZzxUlNKj", "attribute_id": "bbf038a4-1a32-40ed-b5be-ad580b8b75f3", "create_time": "1986-06-06T20:44:05.325461", "lists": [ "b3ed869e-0f1c-462f-ac9b-f4d58b399c0d", "f8d8b848-43e7-453b-8fea-a38207eee058", "0161fe04-1494-46df-a033-7bec145b0265" ], "avatar": "https://charles.com/", "event_id": "bf6d8e23-d2bd-4881-9502-7ad766f372a8", "user_data": "sking" } } ], "list_info": { "list_id": "e2133a27-9c68-4e60-bdb4-029d570d128d", "user_data": "42055 Luna Dale" } }, { "candidates": [ { "similarity": 0.618269721199565, "face": { "face_id": "aaf51c9d-cd9f-4eff-bc64-48f4bfe49198", "external_id": "XAIoHnTgFieATzJTKQen", "attribute_id": "0c1f12aa-0090-48b3-b087-1587338421f0", "create_time": "1996-08-23T00:38:11.507398", "lists": [ "2cd072f3-7628-4e27-856c-b5150def5510", "fc3d2732-bd00-4beb-82d4-a0465e87c65b", "5427d460-1543-42e2-a5fe-07b293d80cce" ], "avatar": "http://west.com/", "event_id": "37a51416-e6e9-4999-98fe-bab76e8edc65", "user_data": "sharris" } }, { "similarity": 0.879616454604, "face": { "face_id": "c7ec5fdd-7220-4f8a-9860-165aeeaf6629", "external_id": "mezjNWRIdlDJwuBoroCE", "attribute_id": "898b0589-36d4-4f26-a5ba-3a9b1d8f7fc0", "create_time": "2001-06-09T19:21:40.555518", "lists": [ "422fc7b4-f0d1-45a7-a80c-4991b02b1bdb", "d3b7b0c5-0c9f-45ff-a146-38354328a89f", "20c8c0f0-e3b1-41e0-86be-af8001edbc4e" ], "avatar": "http://www.hartman.com/", "event_id": "0d67c085-3333-4e4b-99f4-473f9922ac94", "user_data": "matthew75" } }, { "similarity": 0.636238001070641, "face": { "face_id": "7505db19-d8d2-4fd3-b8fd-acbaeeffd071", "external_id": "DjdwUrFKqEEomXEpLToo", "attribute_id": "cd72edb2-0b14-4359-abfb-1fb22e851450", "create_time": "1990-08-10T22:12:44.559102", "lists": [ "a83eddd3-f990-4ead-afa4-a814a63cd213", "db47c4df-5d6b-40f4-b2eb-cc6a66fc208e", "1718139e-5cb4-4a09-908c-009bcacd6be4" ], "avatar": "http://www.young.info/", "event_id": "800900b5-cf02-4bce-af8a-705eaa488dba", "user_data": "nelsondaniel" } } ], "list_info": { "list_id": "16434514-91f9-4239-acbc-d1c8044ffff3", "user_data": "192 Orozco Road" } }, { "candidates": [ { "similarity": 0.918238449312609, "face": { "face_id": "105b579a-19d7-4bb4-b367-8593f06b60c2", "external_id": "TWsrhOdCipPSLFPTKaOX", "attribute_id": "2c9c5452-a455-42d4-b591-a56e20155d0d", "create_time": "1995-05-14T06:00:35.010151", "lists": [ "f4f782ad-eaad-4f08-a9bb-f453432d8bbc", "aa791225-b31d-4399-bfa0-314b9feb9da4", "5eedb9c4-8942-404b-b930-083eb252b818" ], "avatar": "http://www.monroe-payne.com/", "event_id": "0ccb886c-2066-4445-bda1-aade0153bc77", "user_data": "william88" } }, { "similarity": 0.846016071602046, "face": { "face_id": "f69aea1e-8604-4b1f-983f-1c7dad5bb781", "external_id": "vbTaGtkyiYnFmsNSsjun", "attribute_id": "fa0d2eea-9bc6-48af-a5d4-47bfcd9c02fe", "create_time": "1972-03-21T01:38:35.751373", "lists": [ "713e197a-bcdb-44ee-b0a2-1f9483045f6f", "3b471145-001c-40ec-a42d-683f6a942020", "8729f93b-a05f-4b25-a889-abfd30a21d59" ], "avatar": "http://howard-young.biz/", "event_id": "3a09a107-b195-4c12-ba82-925d8d51dc47", "user_data": "marcusthompson" } }, { "similarity": 0.242891814199493, "face": { "face_id": "760b6fad-b4fc-45cd-bcf2-4742bb5d7a9c", "external_id": "KWIFOkeryMDnAJHoyeeF", "attribute_id": "10336730-f676-4890-9b2a-4ec49f426c01", "create_time": "2015-06-11T04:35:21.478901", "lists": [ "81b8ae60-e32a-4b3b-9f86-5cc8c14a4651", "9e09d4e6-92f4-4e15-8e90-abd7d41481eb", "6e5fa2d7-e81e-446f-abd8-a87a5f91fd0f" ], "avatar": "https://wilson.com/", "event_id": "2294ae21-0341-4f88-9edc-48659e0c0c31", "user_data": "joshuamartin" } } ], "list_info": { "list_id": "2d7f49a2-f1ea-4c09-89bf-33da294e5250", "user_data": "46619 Martin Views Apt. 557" } } ], "url": "https://www.mcpherson.com/", "face": { "face_id": "fb87bfee-35aa-4e30-92cf-eb47640d3620", "external_id": "UgQUYIZffcMPCknumNuH", "attribute_id": "4c8e67aa-d782-4262-9c07-4d18dd54f186", "create_time": "2025-11-15T16:08:15.744164", "lists": [ "09810a5a-5dc0-40f1-a0a3-5f2c82a1d326", "828037f6-982c-4825-a458-0301f6389ddc", "ed8224dc-8461-48fe-826c-196287eccf0c" ], "avatar": "http://long-garcia.com/", "event_id": "f675b34c-8729-4606-a2b8-39f1cc636abd", "user_data": "wesleycole" }, "detections": [ { "filename": "MjfzNAnFUnFxyeLrdWsi", "sample": { "url": "https://www.waller.com/", "sample_id": "968931b5-f88b-4a48-b4ee-611d6e245a8c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.507830956101145, "dark": 0.73554418488601, "saturation": 0.343202629076079, "blurriness": 0.85098780901176 }, "rect": { "height": 4599, "width": 3502, "x": 2208, "y": 5162 }, "landmarks5": [ [ 1036, 641 ], [ 9118, 7352 ], [ 1494, 1987 ] ], "landmarks68": [ [ 5513, 7701 ], [ 5704, 1454 ], [ 1111, 5435 ] ] } } }, { "filename": "tKogwgHoBPOivhqPiDwT", "sample": { "url": "http://www.nguyen-lopez.com/", "sample_id": "f662d8ab-0e9b-47a5-8b47-fed1da32206e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.84241502226656, "dark": 0.734953293609355, "saturation": 0.60313276709941, "blurriness": 0.241366865910308 }, "rect": { "height": 2958, "width": 9220, "x": 4874, "y": 3569 }, "landmarks5": [ [ 9521, 5181 ], [ 358, 4584 ], [ 1169, 399 ] ], "landmarks68": [ [ 7072, 5669 ], [ 1244, 9039 ], [ 3367, 3980 ] ] } } }, { "filename": "TqvFGjbWvYVYjmFamZdW", "sample": { "url": "http://underwood-bartlett.com/", "sample_id": "91f0b6ef-5cc0-44b8-84d7-e0221b374203", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.770455685121203, "dark": 0.743761963600747, "saturation": 0.937643566572747, "blurriness": 0.817278122728777 }, "rect": { "height": 974, "width": 3397, "x": 45, "y": 2624 }, "landmarks5": [ [ 177, 8485 ], [ 9915, 8126 ], [ 1992, 8337 ] ], "landmarks68": [ [ 2004, 6126 ], [ 6961, 1282 ], [ 4202, 8379 ] ] } } } ] }, { "samples": [ "df9b6635-ef48-45ca-ba29-105c5f3ded6e", "64895334-6fdf-4de7-8516-10d1893adfb2", "058fe3ce-4bf4-4a47-a68c-9c4416806edb" ], 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