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": 34, "gender": 0, "ethnicities": { "estimations": { "asian": 0.501462703994608, "indian": 0.455612425477034, "caucasian": 0.118486424741271, "african": 0.144220793559439 }, "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://perez-jennings.com/", "attribute_id": "65bf866b-f337-4e51-bd6a-52fb4605cfea", "score": 0.845275598658768, "basic_attributes": { "age": 4, "gender": 1, "ethnicities": { "estimations": { "asian": 0.249351118001722, "indian": 0.84476428928351, "caucasian": 0.59629803725263, "african": 0.734659050924073 }, "predominant_ethnicity": "indian" } }, "samples": [ "748cb4dd-7871-4a43-ab8a-014407ed93ee", "04d94b50-abe6-409c-8a8c-7ac12bba1cfc", "6a7c9cc1-7abd-4ab7-bdb6-cd6f5b64bd9b" ] }
- 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": "4642ea85-ed8f-437e-9818-82f7a95182d3", "external_id": "NVDCDYgfVZUnsdokxcIi", "attribute_id": "f234c93b-2961-4044-b4be-542336c7c43f", "create_time": "1988-02-19T09:30:55.397107", "lists": [ "1ad945a2-84d5-45ea-888a-9728deb1bdf2", "2b83781d-600c-42a2-aab5-a5b281471ddc", "439d6065-db99-4a70-9ee9-29714003b5e9" ], "avatar": "http://smith.com/", "event_id": "1c946a8d-8161-44c9-b131-242bf5144dd9", "user_data": "quinntara" }
- 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": "796aa534-95c7-470d-bc9d-eea7fc5b522b", "user_data": "629 Steven Green" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.94785381987361, "face": { "face_id": "400b5fea-4478-47f9-935d-4c7e35bf03cc", "external_id": "eDwpwzuWQdmULuIerROZ", "attribute_id": "9b264b18-d47e-4dbf-96c4-faa82d006f96", "create_time": "1987-10-28T00:32:59.854870", "lists": [ "3ef9a723-86a5-41f5-83e4-f26901c08ddd", "87c1bc51-d26a-4e2c-a45c-271b628c3da8", "5a493d57-b075-4b1a-b222-f759e6b950fb" ], "avatar": "http://www.diaz-heath.com/", "event_id": "21ab7dd7-0846-413e-ae2c-4f0e1fabb632", "user_data": "jacobnunez" } }
- 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": 0.554775416802687, "face": { "face_id": "e3a96885-bbc2-4a10-8998-28d756de77e8", "external_id": "yLIjawxdmiZHHHuCDRcF", "attribute_id": "568f0be7-8085-4532-bc62-ba7d7e9df34b", "create_time": "2007-06-11T22:17:38.114108", "lists": [ "9cda6954-5e11-4f42-bf3f-25641acae705", "629a4954-cdc6-4892-ba9d-d41d311a65c2", "e190a4d3-e404-410f-9713-3f837dd27448" ], "avatar": "http://www.cruz-dawson.com/", "event_id": "9633ca19-ea92-496f-8e0e-84e4af4f26bd", "user_data": "qallen" } }, { "similarity": 0.747529367680375, "face": { "face_id": "f68ef541-8549-4ffa-8f3a-a952858cc7d3", "external_id": "bpcfswWKldInBsuUYrjH", "attribute_id": "c900fc54-ba19-458d-aa8b-c8a495e4ea1a", "create_time": "1973-05-03T13:02:45.970806", "lists": [ "1aab06c2-2e81-4a46-88c7-888da299a0cf", "05e17e88-4dab-41dc-b2a1-7ae503c8fcd8", "20b54376-e372-44a0-9a28-e7ad58bcd881" ], "avatar": "https://www.martin-martinez.com/", "event_id": "7a837d09-d66c-4e5c-a874-02b1519f1d69", "user_data": "john91" } }, { "similarity": 0.180430370792016, "face": { "face_id": "e26ad38b-51d7-470e-b70e-2696a61d24a2", "external_id": "bcjiJbOrypTkuEONQhRt", "attribute_id": "855c749b-30f4-44ec-9d80-14dc471edee1", "create_time": "1978-01-09T00:39:38.077748", "lists": [ "231f66b1-1be9-4527-b5c2-d504c0b2d69c", "4a9273be-1eb6-4c34-a358-45446cbd423c", "18f4bd2c-b427-46dd-9368-297b40e12654" ], "avatar": "http://conley.biz/", "event_id": "f266850c-ab10-4949-b506-d7dac8454f7e", "user_data": "wrightkristin" } } ], "list_info": { "list_id": "b8b45ee1-7946-4d11-b48d-5116f2c9e5b2", "user_data": "1281 Andrew Gateway Suite 007" } }
- 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": "d70b5482-f6af-4162-80c7-106338e00d4f", "Luna-Request-Id": "oAzxJERWyLgmsGnrlxWJ", "events": [ { "samples": [ "ea7132dc-23ab-4841-8f2c-100084d58fd3", "2f659ac3-fc02-4946-990c-13e216b95d62", "2bb7d352-cbf8-499e-adf2-9a486a2fb5f3" ], "attributes": { "url": "http://brennan.net/", "attribute_id": "0c1094cd-3b97-4313-881b-2d6078e6e7a9", "score": 0.16228830579511, "basic_attributes": { "age": 63, "gender": 0, "ethnicities": { "estimations": { "asian": 0.8820737930068, "indian": 0.745259588230926, "caucasian": 0.89673653484676, "african": 0.78221334844621 }, "predominant_ethnicity": "asian" } }, "samples": [ "564b47cb-5814-4fd3-81d8-b0b2cb5ba5ab", "bf2f1d01-07bb-4d67-99f1-aace5d5bde78", "789eecae-c6ec-4616-8efe-7551709f5f22" ] }, "source": "251 Cooke Cliff", "tags": [ "YGNtNUgpYgZVEZhhjZcL", "mnSnsoAEGACFUPvVXwUo", "JxisPCZrxcNFZgbFzLdM" ], "event_id": "6e933c14-5aec-4575-9854-a44cc2fc868a", "match": [ { "candidates": [ { "similarity": 0.466042908703773, "face": { "face_id": "490c7fb9-30b1-4931-8ddb-33395e7405fe", "external_id": "kBPYKqyyvDsUYDlkyZhs", "attribute_id": "6dfd80f0-b8ef-4789-b7c6-ee22d41fc93a", "create_time": "2026-10-04T21:24:00.453973", "lists": [ "9c029a60-ecd0-49a3-b629-cdc74115df1e", "df547230-ae0e-439a-b53d-334eea33d8cf", "c6174c37-d849-4a2b-9deb-6461a05edc38" ], "avatar": "https://www.myers.com/", "event_id": "08746d45-2787-47ea-94bc-e851b9d0e26b", "user_data": "sandersrichard" } }, { "similarity": 0.400019964690572, "face": { "face_id": "9436f717-c33d-4da4-89be-f4e9ba4e9ce3", "external_id": "BDdcOacGbYSsnSLXAMsN", "attribute_id": "bfbf5f34-fe65-482e-aeac-492109a38825", "create_time": "2007-07-14T03:26:09.264517", "lists": [ "5d6d0437-48e9-4fa9-b891-e6786c77059c", "99dbceef-945b-46e7-bf5c-1ed1d3d92a73", "d4812170-3a67-4e91-8d42-d6ef1102709b" ], "avatar": "https://www.brown.org/", "event_id": "778fc2d0-d516-47b6-9f5e-a2161a20de7f", "user_data": "bonniezimmerman" } }, { "similarity": 0.289597817913972, "face": { "face_id": "cceaebb0-3002-4dd1-bd83-dbf437407b43", "external_id": "oSnLzhBSEiyAdZLVxfnI", "attribute_id": "61e2cbc0-a971-41f6-b7f9-30e7131da02f", "create_time": "1996-11-12T02:20:24.280442", "lists": [ "45856e71-4f70-4b03-9b86-aae1dc85acf4", "1b6b36eb-54bc-492e-8892-eb2410c0b642", "b7da6af6-7e82-4918-8ef2-828a44a50787" ], "avatar": "http://www.castro.org/", "event_id": "67c5b3d8-a6c7-46ec-ad5a-8b6c1fb6b2fe", "user_data": "richard91" } } ], "list_info": { "list_id": "420c3d37-b35b-4c49-b58f-044fe5e12635", "user_data": "526 Chambers Run" } }, { "candidates": [ { "similarity": 0.249695316773873, "face": { "face_id": "dcd8df96-672e-4f76-a2e9-0d8c409174df", "external_id": "cDwkwdXYDwQIDwMcosto", "attribute_id": "24bc5065-167a-4f97-9633-48846a6a7575", "create_time": "2010-12-23T21:19:56.739946", "lists": [ "ef441710-6642-484b-8718-cadac52fa8ab", "04360ec2-ada2-4257-ba59-2b1fbc7aa0ab", "25602bee-6b59-4439-a817-32fd7a7a645b" ], "avatar": "http://www.schwartz.info/", "event_id": "957c996f-32bb-4969-bf58-0eba9ca3ffed", "user_data": "amanda50" } }, { "similarity": 0.721202339517843, "face": { "face_id": "00c46bbb-65a5-464e-bee7-d4ac2d7f895c", "external_id": "IwbSIMsmKtXQmDCHstWi", "attribute_id": "0644cecc-2c19-406c-80c9-fa2a999ff43a", "create_time": "2023-12-05T16:17:26.872617", "lists": [ "267c2be4-121f-4118-bbf1-d46b25974408", "d55472ee-0654-4fa2-8a7b-109d6e35fd14", "51d6b15c-4e7c-4afa-af11-7e5529cd4be7" ], "avatar": "http://moreno-johnson.com/", "event_id": "4cfe6448-5324-4d61-955c-6f7d9b87fea3", "user_data": "nchen" } }, { "similarity": 0.869506934154183, "face": { "face_id": "c4b90342-237e-4452-a7fb-54f66363073f", "external_id": "pNYPTwdQydOqommygYGM", "attribute_id": "4be992a0-56fe-4c8d-8a79-8abbad13b9b8", "create_time": "2025-09-28T07:21:47.794574", "lists": [ "bd50bd7d-dce8-4316-b4f6-0ff414f32ced", "f1a7cc53-4f07-416f-bef7-8ccc7d50543c", "1a77220f-c06f-40e1-90dc-0b9ad4fa53d3" ], "avatar": "https://rodriguez-edwards.info/", "event_id": "d8c2c413-2cda-4be9-8ef2-ec9d7e304cc6", "user_data": "christinajones" } } ], "list_info": { "list_id": "d2e759bf-a8e9-43d4-aae0-25e860f0857f", "user_data": "003 Lisa Burgs" } }, { "candidates": [ { "similarity": 0.871573030735688, "face": { "face_id": "f663bfd8-d219-467c-8fd7-2c9526fc31ba", "external_id": "hpYyWNAtIHvZvZEWArNS", "attribute_id": "0983f19e-a94d-4822-81e8-51ff1142e2ba", "create_time": "1972-06-06T03:57:37.528226", "lists": [ "90b68ab0-114e-4433-b905-b014a77a7184", "c073170c-4644-47d2-a174-fe02e7fb605a", "56beb074-ab7f-42c0-a29b-307c182199b4" ], "avatar": "http://goodman-davis.net/", "event_id": "e12ed182-fc4e-4aa4-8496-7036eba87c6e", "user_data": "debbie32" } }, { "similarity": 0.972374666108948, "face": { "face_id": "682ddb08-fa0a-4458-ac05-291f94980311", "external_id": "rSJSXBDGwNFIpdlxIsct", "attribute_id": "4f5fb7c8-1030-4e56-8e10-c1a47c7c022f", "create_time": "1995-10-11T17:03:13.333782", "lists": [ "053bbbce-0d0c-4ea9-ab57-7694e8fbded4", "b5234611-8570-4270-a9a9-8318a628ce8e", "6379002f-6e0a-4171-836d-2a3cd4ba3152" ], "avatar": "http://www.hurst.com/", "event_id": "f6001612-1cde-4706-a50b-208dbeb0946c", "user_data": "nathan73" } }, { "similarity": 0.947795775949, "face": { "face_id": "5f86fa5e-39c6-4a5e-99bf-c2d54931d4c8", "external_id": "xcbiqzhDGNCFKbNvUBcw", "attribute_id": "7c482c06-3799-4d95-8eec-ca234265a7eb", "create_time": "2024-08-10T04:10:19.592515", "lists": [ "8e9414e6-17c3-4ad6-802f-4bbbe8d4f2e9", "5cbb9dda-2c1b-40b8-9143-d2e166b28345", "deaa38da-d8f4-4fa1-be6c-11a30f5b897a" ], "avatar": "https://mathews.com/", "event_id": "981246d0-035b-467b-9574-c0c7993a9931", "user_data": "michaelwilliams" } } ], "list_info": { "list_id": "5e0a3a3e-fb6a-4a39-92bc-442f41809218", "user_data": "56573 Hicks Cove" } } ], "url": "http://townsend-montgomery.com/", "face": { "face_id": "f104b6e6-d243-443d-baed-b7def98c7c1d", "external_id": "jLtTiqcVjWvOGkMaeHNK", "attribute_id": "c2f1c5b7-fd77-45ef-aab6-b22eca763640", "create_time": "1987-10-01T00:06:51.225356", "lists": [ "0a744430-be7f-47be-be88-7a50c39fdb8e", "fd16654d-85ad-4f0b-a0f9-e6c9fdaac63b", "c9d511d4-74ea-492d-8215-b760a38a344e" ], "avatar": "https://www.guzman.com/", "event_id": "46e03526-192f-411d-b11a-64a857a6df30", "user_data": "qmiller" }, "detections": [ { "filename": "mNNCebHhoLngbJNsfDxW", "sample": { "url": "https://www.lewis-dunn.com/", "sample_id": "b2d7344f-1d4d-4731-a1c7-ad64937c083f", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.363497375686666, "dark": 0.161782404449832, "saturation": 0.524080385133694, "blurriness": 0.322521528678117 }, "rect": { "height": 1335, "width": 7656, "x": 432, "y": 6531 }, "landmarks5": [ [ 1058, 9732 ], [ 161, 907 ], [ 9165, 2714 ] ], "landmarks68": [ [ 3320, 8608 ], [ 7756, 871 ], [ 2408, 1466 ] ] } } }, { "filename": "qxwHULlCppmxSycOBlMJ", "sample": { "url": "https://www.nelson.com/", "sample_id": "0d31e105-2293-43dd-8e6b-67b9ce11951a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.558566499163022, "dark": 0.80531077912058, "saturation": 0.49524900397115, "blurriness": 0.84243655502404 }, "rect": { "height": 5215, "width": 7344, "x": 6262, "y": 6069 }, "landmarks5": [ [ 8092, 5644 ], [ 3840, 7326 ], [ 8147, 4637 ] ], "landmarks68": [ [ 3927, 3711 ], [ 2053, 2521 ], [ 8452, 4325 ] ] } } }, { "filename": "RprVrgQZkxPnuvtYOuPL", "sample": { "url": "https://www.warren.info/", "sample_id": "863f6558-e832-4012-84cc-786875fdd0f7", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.320287676706054, "dark": 0.459413087099284, "saturation": 0.733190600745245, "blurriness": 0.370139716264917 }, "rect": { "height": 8770, "width": 8943, "x": 2702, "y": 4762 }, "landmarks5": [ [ 2151, 6220 ], [ 5305, 4988 ], [ 7838, 4233 ] ], "landmarks68": [ [ 7632, 7256 ], [ 4449, 6015 ], [ 2923, 4407 ] ] } } } ] }, { "samples": [ "7fc876b3-e20b-48a5-958b-afc191deee10", 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