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": 97, "gender": 0, "ethnicities": { "estimations": { "asian": 0.402126284760925, "indian": 0.687963019784414, "caucasian": 0.139296443492932, "african": 0.630362800267606 }, "predominant_ethnicity": "caucasian" } }
- 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.williams.com/", "attribute_id": "f923ff82-9436-4fc1-ac1f-d0f8711a59e2", "score": 0.678326924949502, "basic_attributes": { "age": 85, "gender": 0, "ethnicities": { "estimations": { "asian": 0.199251323722871, "indian": 0.550231031039726, "caucasian": 0.839362571924994, "african": 0.630388023146622 }, "predominant_ethnicity": "indian" } }, "samples": [ "9d8985ac-96c0-43f1-bd93-3fe0acd63971", "329c8a32-7c76-49c6-9e1c-a58172c58641", "ef7c88b4-abc1-45bb-a3c1-a77edc65fd30" ] }
- 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": "f6edc142-376b-4a30-8c7c-34a45aa4a7b4", "external_id": "nnDqBVwvmAXQbTXxhaau", "attribute_id": "018245ac-7fe6-4671-93af-92be1058bc16", "create_time": "1973-07-22T22:09:24.070290", "lists": [ "9d41039f-e35e-4068-8530-9eb319c66a10", "8f6d06fd-aa73-4ddb-84b3-944aa48d38ae", "949281e7-d4b2-4a7e-b0c3-51c6874a51f7" ], "avatar": "https://harris-stevens.net/", "event_id": "1602866a-66ae-4f09-afea-d880fefddd6b", "user_data": "dylan17" }
- 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": "42455baa-7c5b-419e-87fe-c5d482fc4c45", "user_data": "48024 Johnson Gateway" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.703342271163233, "face": { "face_id": "425e343e-078b-426c-a51b-c75ddcf3b386", "external_id": "wYAGaMAfCmQeOAPkoheL", "attribute_id": "b73524a6-b156-41ef-9535-829664e2a4fc", "create_time": "2002-08-09T14:33:58.035383", "lists": [ "c2e0928b-45c2-426a-b4f9-866de64dcd61", "77cacf02-bab4-401b-b652-4c88db5622ea", "63cf6c53-514f-4e48-954c-332be97e8b1c" ], "avatar": "http://snyder-rivera.com/", "event_id": "de875d09-2a88-4b3a-842c-266d6c0c7559", "user_data": "qjohnson" } }
- 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": 0.187024144104175, "face": { "face_id": "8dd9478a-cdca-4e6b-af0a-094817506039", "external_id": "HAHmCHAyDOIDmbIvxGIY", "attribute_id": "800c55d8-7b58-4f9b-984c-bfebfe550f5e", "create_time": "1982-02-07T22:32:26.942095", "lists": [ "0d464371-42fa-4bf9-a669-37e00c1785b7", "5cc23123-08c6-4429-9822-f26473920d95", "4afb370d-adf8-419f-b74b-8c15f834bf3b" ], "avatar": "http://www.miller.com/", "event_id": "754878e5-1e92-4ef8-b026-23db413b2074", "user_data": "webbnoah" } }, { "similarity": 0.320405372662754, "face": { "face_id": "49fef7ea-378f-466d-af88-719410e0fc29", "external_id": "gcYqhalmLTzSJioDbKrP", "attribute_id": "5425e11a-1ac6-4569-a747-8a9130db0ac5", "create_time": "1975-07-04T21:54:02.784041", "lists": [ "f3a2d355-cee4-40d6-9c46-e2a0943f233e", "0a0fef51-585b-477a-b71d-5dd2a6a7e6db", "859f9a1e-8082-4984-8252-91a24e03136e" ], "avatar": "https://www.morse.org/", "event_id": "b072149b-2f87-4cee-b337-6caf9e37a193", "user_data": "brandymoore" } }, { "similarity": 0.981117894759308, "face": { "face_id": "1ac610ee-d794-4d07-a209-533442665492", "external_id": "BtevuKnNDoWjzZeAsGRX", "attribute_id": "734518ad-632b-4f44-ada2-836eb44112a4", "create_time": "1979-03-08T02:15:57.804234", "lists": [ "bd81346c-1021-4ab7-ac7d-03c94f9f52d7", "acff27f5-5a1e-4f7f-83a6-ed0ae9bf499f", "11948f95-903e-49b7-ab65-d91541a52863" ], "avatar": "http://www.moore.com/", "event_id": "3c499de3-b672-4978-8bfb-e2938fa8031b", "user_data": "johnsonmichael" } } ], "list_info": { "list_id": "f0f75d86-c80f-469f-a2fc-6296c03ff65f", "user_data": "19526 White Union" } }
- 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": "2e291371-d9af-407f-a8b7-730ed0919e41", "Luna-Request-Id": "NoQoCgwtaXrYvtKpKTEw", "events": [ { "samples": [ "0f1571c5-9329-4681-8f63-d7eb0b956efa", "a4176bbb-238e-4d44-a53a-1fa53afb74b1", "fc49de32-473c-45c3-b4e6-e7e1dd7addde" ], "attributes": { "url": "http://www.torres.net/", "attribute_id": "ac7acfc2-a12f-4e97-90c3-cc8e9a23fc7b", "score": 0.221846301523331, "basic_attributes": { "age": 81, "gender": 0, "ethnicities": { "estimations": { "asian": 0.330420527250622, "indian": 0.712440454044486, "caucasian": 0.25961423525166, "african": 0.202009767022525 }, "predominant_ethnicity": "indian" } }, "samples": [ "49284df6-6a1d-40dc-a78b-65437f513973", "66e327de-4146-4960-bd72-6279152e392e", "f9d50e30-44e4-43d1-9c9f-ab2a2d719c37" ] }, "source": "59697 Frank Meadows", "tags": [ "PlNPQDehUhSyzSvlaVUM", "rwcChzJalqECgDFcgVUI", "mgOfNNEosKvQaNkHTamQ" ], "event_id": "14a1ebe1-f294-4414-b161-4ac0049fd295", "match": [ { "candidates": [ { "similarity": 0.598132768368619, "face": { "face_id": "87a2035e-ef3c-4c08-bfc8-b72295866672", "external_id": "opnvNBfmRyCwARJwcpVc", "attribute_id": "a3fbe9d9-e3c9-47d3-a482-b0fd813c17c7", "create_time": "2012-06-28T23:27:42.487581", "lists": [ "54ac76da-ce52-4fe3-9ebf-20f0aec80458", "9575af1e-7698-419e-900e-34c62a4997df", "2183c0db-308b-42f4-9bba-7ff95084e22a" ], "avatar": "http://www.tanner.org/", "event_id": "941f5b41-305f-440b-94c7-a558afcb0c67", "user_data": "jennifer28" } }, { "similarity": 0.74076532866697, "face": { "face_id": "8da97342-8011-4d5d-bc99-af66f67bb49e", "external_id": "smjKBXzoVPnLdNGHFIfH", "attribute_id": "852aa443-ce0a-42d9-b1d7-4f222359f883", "create_time": "2011-04-19T22:15:56.295568", "lists": [ "376eae4d-c334-49da-8bfd-f0332af4beeb", "7552c0b3-6915-4354-8b1e-10b2e2930d5a", "40eac4bc-d5b8-4530-8f3e-17c045b7b9ae" ], "avatar": "https://hayden.net/", "event_id": "7ad4056e-93eb-472e-8b03-19c47cb1aaf2", "user_data": "hbrooks" } }, { "similarity": 0.729437673971129, "face": { "face_id": "90facee6-52ca-4c35-ab74-b52d5aecf09d", "external_id": "XRoIXjcVGxQxTJNpdSIc", "attribute_id": "5d4a1c36-f7a0-4eab-a43b-dc10325a10ef", "create_time": "2012-05-23T02:31:13.533454", "lists": [ "432abdfd-b859-4669-bdbf-94d9c8b27a96", "f3e19cca-c7d1-43af-b8a7-7c0d573e7390", "6d59e60d-dcb1-46b2-b1bc-72bce1c44fc3" ], "avatar": "https://keller-crawford.net/", "event_id": "a1dc77a4-f977-434a-a011-37921e57fa32", "user_data": "peter00" } } ], "list_info": { "list_id": "761ad3ef-8f8e-46c1-9e58-082c16f78f57", "user_data": "321 John Parkways" } }, { "candidates": [ { "similarity": 0.472814997386721, "face": { "face_id": "c676e4d1-84a7-4139-87d9-2fa0635a3210", "external_id": "geyVBywRSLmsRLVUjpqa", "attribute_id": "74da6818-58be-497d-a313-e80372148cee", "create_time": "2023-02-21T08:29:18.354911", "lists": [ "f16d4b1b-1050-4607-b85b-58fc97248afb", "090a7f47-72cd-4478-8191-8c94333c0a39", "1d310872-1120-4e09-a5fd-1343e6cf5c92" ], "avatar": "http://hernandez.com/", "event_id": "0a06d61e-16fb-4d82-8cf1-028a611143f1", "user_data": "scollins" } }, { "similarity": 0.602114958664283, "face": { "face_id": "eb910210-037d-4859-b9c0-adf59714ef76", "external_id": "GAsOzgLdHdRlCuWkNOpj", "attribute_id": "1bf2eb04-77f6-41be-8b62-332540781582", "create_time": "1992-03-03T18:35:01.775960", "lists": [ "19f75f13-5894-40cd-9d07-64917823a990", "f4184552-24df-4f31-94c6-a8233ae4cadf", "79cb4c02-bc3f-42bf-a11f-d83f4c1e1ab7" ], "avatar": "http://anderson.com/", "event_id": "ba633677-e7d9-4143-bced-08e01fae0960", "user_data": "pperry" } }, { "similarity": 0.657869388953216, "face": { "face_id": "b3f05808-5d83-4a59-9e95-f3cb77cc1b0d", "external_id": "MqZblHNweyxJCrQUvHFl", "attribute_id": "49619a13-c4cb-4e2e-b031-67734e216058", "create_time": "2004-06-14T16:09:02.120853", "lists": [ "a8678484-feae-44f8-8383-d7e8cae94c08", "55e2e521-adee-4bbc-8c58-f92719c42f81", "bcab0f23-401a-4e8b-b21c-742a07d50e6d" ], "avatar": "https://www.taylor.com/", "event_id": "f48b2ebc-917e-40f2-be94-f5f45976df3d", "user_data": "ralph59" } } ], "list_info": { "list_id": "8623092a-25c9-4c2e-9f90-694b0e97fdaf", "user_data": "926 Wendy Crest" } }, { "candidates": [ { "similarity": 0.84630817947429, "face": { "face_id": "8db5ea39-6503-45ef-a92f-dce0f0ff5f8b", "external_id": "SBqofGNOKOOZrawWzvZv", "attribute_id": "ca5a7e5b-de1f-4e39-9b08-0d0d33d4c04e", "create_time": "2024-10-14T13:23:38.449764", "lists": [ "2e64c4f3-4acd-4335-a153-38b7e0e0b26e", "9349c394-81b1-4c79-88a1-de18ef8e9cd8", "e33aa729-31fc-4f54-933f-689e29f2c105" ], "avatar": "http://taylor.biz/", "event_id": "364944a2-4fbd-4da3-ae7c-24381c4908e8", "user_data": "wmoses" } }, { "similarity": 0.742199482872469, "face": { "face_id": "db17ff1a-405a-4685-a4b1-0cf60377d9f5", "external_id": "JVWNPyjwcmIwMMxYdBua", "attribute_id": "9a98b019-52d3-42a6-9bec-b4c684dc3d35", "create_time": "1985-10-21T07:37:16.710146", "lists": [ "2925047a-baa6-41e1-adb7-fa2077825b60", "80d5febd-8239-43ff-b390-23d7ff655635", "353bf1d1-a729-4ac8-8a37-f06cae3053b4" ], "avatar": "http://www.lee.com/", "event_id": "9192b065-fa47-4d05-b70c-ec91bf2011c4", "user_data": "debra19" } }, { "similarity": 0.362086965385797, "face": { "face_id": "17eaef8c-8143-4c54-86e5-679dbd26fb44", "external_id": "ZfnILmUPQmvAYIZOqelh", "attribute_id": "7f36289f-0fc4-4196-a35a-462d02d2f21f", "create_time": "2024-04-16T03:02:36.173391", "lists": [ "2d3f8b84-9327-467e-85c2-7ad2bca0bc03", "6e476963-aed5-4051-bc10-45dddcea579d", "196a6c53-a915-4969-aee6-46ca90d5095e" ], "avatar": "https://chung.org/", "event_id": "7f397d9c-5f5b-4a21-a4f5-3f4a9f731157", "user_data": "christophercameron" } } ], "list_info": { "list_id": "0a4f4783-e8f3-441a-a08d-e541dbcb6de1", "user_data": "986 Johnson Cove" } } ], "url": "http://knox-murillo.com/", "face": { "face_id": "0f156db2-21ea-47e2-9677-1fbd138e3ee9", "external_id": "mRuPmsonHaLgVCxmgYHy", "attribute_id": "9d38c3cd-dbd5-4797-a691-ba8756dd27f2", "create_time": "2001-06-23T11:01:20.822915", "lists": [ "b1b937d6-8d84-4db7-8384-fb69c2682e56", "968d803f-5f32-4594-ae15-0c83a48588cf", "42d4cd69-4f8f-47e3-81e0-e1f93eecc471" ], "avatar": "https://callahan.com/", "event_id": "fcff6bda-d9ac-40d7-a2fb-63b5c263234a", "user_data": "sarawright" }, "detections": [ { "filename": "bVGMoVGsCbuXVZGwOrJw", "sample": { "url": "http://anthony.com/", "sample_id": "a6385aa9-71aa-4d04-b3d7-4dc4543cdadc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.359569224645911, "dark": 0.588683731062575, "saturation": 0.479109335678094, "blurriness": 0.833518795612337 }, "rect": { "height": 4068, "width": 7935, "x": 9763, "y": 1061 }, "landmarks5": [ [ 7914, 1157 ], [ 9808, 8998 ], [ 5385, 6770 ] ], "landmarks68": [ [ 354, 7562 ], [ 9795, 2311 ], [ 136, 117 ] ] } } }, { "filename": "GxyKAtMNzMYvMdXfBHoa", "sample": { "url": "https://gray-rios.biz/", "sample_id": "ca0ad39e-e8a1-4c0d-9c5b-0a661c4946f7", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.174131923568527, "dark": 0.390711903692271, "saturation": 0.766026882013802, "blurriness": 0.298431962271345 }, "rect": { "height": 9504, "width": 202, "x": 8768, "y": 4742 }, "landmarks5": [ [ 7574, 7899 ], [ 8772, 7094 ], [ 209, 9248 ] ], "landmarks68": [ [ 9135, 9310 ], [ 2031, 1669 ], [ 6005, 3332 ] ] } } }, { "filename": "qkAmwUQHIdDvNZLlXJCn", "sample": { "url": "http://stevens.biz/", "sample_id": "bf6808c5-02e9-40ea-bbd9-62350cd09289", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.595852385016723, "dark": 0.621901799134872, "saturation": 0.478763503551638, "blurriness": 0.176877438249192 }, "rect": { "height": 3968, "width": 8343, "x": 375, "y": 5254 }, "landmarks5": [ [ 1998, 235 ], [ 6545, 7524 ], [ 1156, 5952 ] ], "landmarks68": [ [ 4201, 9560 ], [ 1223, 7433 ], [ 3597, 5494 ] ] } } } ] }, { "samples": [ "06678251-0404-4d5a-a77d-fdfd10c95003", "fe6435a2-bbe8-46bb-8787-d96fbacc31f9", "96accaae-19ee-4451-980c-56352cdccbe7" ], "attributes": { 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