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": 74, "gender": 1, "ethnicities": { "estimations": { "asian": 0.487701946558326, "indian": 0.190998354904719, "caucasian": 0.173915572746308, "african": 0.476143704873419 }, "predominant_ethnicity": "african" } }
- 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://www.keith.com/", "attribute_id": "20645a38-34e4-4da1-a402-d0bb9f63848e", "score": 0.17618099290586, "basic_attributes": { "age": 74, "gender": 1, "ethnicities": { "estimations": { "asian": 0.758925130288784, "indian": 0.339672898520286, "caucasian": 0.865532726019443, "african": 0.484463077478571 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "79566fa7-0868-49ea-8ba2-d832fd4244cf", "0bff398f-8e10-4d1c-98eb-6bdf2d20e9d7", "423a5895-0efc-4012-9606-c45bae1bf51e" ] }
- 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": "93d16f31-c0e2-4457-90de-5fff7670a448", "external_id": "nkDXPriTQWvFtfjHPqIh", "attribute_id": "71585d5c-f05d-48a3-9b22-b99c8a6d3a9f", "create_time": "1971-03-18T11:39:24.726760", "lists": [ "14461dad-1b6c-4cc8-b0e4-bbd78ed5952d", "89c3a5b8-0a9f-4da8-b67a-d3f2290cc72e", "24fd754b-b641-4ee0-8bc2-32a2853d8eac" ], "avatar": "http://www.gonzalez.com/", "event_id": "d4cf6ffa-d473-4022-9fd3-7f84e5596703", "user_data": "kirk70" }
- 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": "c0343fb9-7e5b-4836-b5b3-24c5af00bbed", "user_data": "6645 Combs Road Apt. 148" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.657306076436788, "face": { "face_id": "5c0b0ad9-e35d-46a7-af1b-2183f02b2ab0", "external_id": "lOgqUQwRjqpWpPwznOTY", "attribute_id": "7024b57a-71f4-4c24-a894-63d57c6b71ec", "create_time": "1975-09-29T16:54:59.269273", "lists": [ "c6773638-eb61-4df5-a436-6ef3f15aaa49", "5e530e81-275b-4c2f-8f32-cb5cdd1163ac", "f5f4c15c-6b1c-4ad1-b563-b995e67059b2" ], "avatar": "http://www.cox.biz/", "event_id": "d545b3dc-9be6-4265-b258-ce0af21036a5", "user_data": "melissa13" } }
- 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": 0.386865276898537, "face": { "face_id": "c26af48a-31ef-4dc1-9462-047b01f0771b", "external_id": "UyDXptVbxrJdoyStBkHX", "attribute_id": "933ceb6b-42aa-4bc4-971d-f69225834891", "create_time": "2010-08-23T08:21:50.147846", "lists": [ "83245911-6ade-473d-95b1-6a85410f88f6", "e4b953c6-e4ea-4339-ae2e-b8d9729af159", "099f09e7-a921-4b91-aeb9-97c1b29a70fe" ], "avatar": "https://www.alexander.com/", "event_id": "c7b202a7-31f2-4b25-b568-acb3d1b222e5", "user_data": "john45" } }, { "similarity": 0.889902126412639, "face": { "face_id": "f77daa8e-bea6-4888-940e-eefb223c3d86", "external_id": "UbaFfhDeiiRSMiKvumSZ", "attribute_id": "4461a109-e813-4c9e-b927-cf5435b1cfd0", "create_time": "1994-06-13T20:06:31.703019", "lists": [ "a1fb4f1c-5e81-4461-bfff-71b49d8f2579", "2414b71c-1719-40d3-abbd-cd21812eb2b5", "171b8006-93ef-486b-9c88-32312dc5d1a3" ], "avatar": "https://www.kelly-ford.com/", "event_id": "c4452b75-a1de-4cbd-a53e-a1a6dc7e72af", "user_data": "zschmidt" } }, { "similarity": 0.583766359020292, "face": { "face_id": "6bd8f95a-52b2-42da-97db-35a931fe01b4", "external_id": "bycfrBzcilPeDgHAgyvA", "attribute_id": "cdf33577-0177-409f-baa7-a67b7f582ad4", "create_time": "2004-05-07T20:57:57.186022", "lists": [ "8c88268c-3a91-419d-9f0f-0498aec275cb", "614b547b-08eb-4447-a413-12942c58fa64", "0d8e71bb-c2f6-4ebe-b1af-383b57a31e1e" ], "avatar": "https://shaw.biz/", "event_id": "e4257245-b714-4c94-b93c-13c08b4cab6a", "user_data": "rachelmeadows" } } ], "list_info": { "list_id": "98416f09-ad9c-4dd5-97ca-d0f4aa5142d4", "user_data": "24237 Alvarado Harbors Suite 524" } }
- 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": "ec75e7b1-a055-40ec-b6ae-a406fdfc23ff", "Luna-Request-Id": "lcGzwCTKuBhEgoFSBypx", "events": [ { "samples": [ "38e4492c-f09c-4f63-99dc-ddb9b2a07825", "1715854a-5c86-4376-9359-ade9eafc6514", "09c77cf1-098d-4953-9758-ad5c718b4ef3" ], "attributes": { "url": "https://calhoun-brown.com/", "attribute_id": "a72515ee-74e6-4217-b167-a4cdd22832b6", "score": 0.875043458068803, "basic_attributes": { "age": 5, "gender": 0, "ethnicities": { "estimations": { "asian": 0.191363416528798, "indian": 0.339645307016366, "caucasian": 0.606133819292275, "african": 0.399639787157349 }, "predominant_ethnicity": "indian" } }, "samples": [ "fb659306-3207-48b8-aab4-ed1282d5cd75", "c2f74828-bb85-46f4-9806-dcb0a9082c03", "f03c9373-36d0-4f04-b14c-6ec8435dba30" ] }, "source": "661 Melton Plains Suite 483", "tags": [ "ZESMPKbJQeckgVXaEVbM", "JdRvpjpehcBNiwkTQTiO", "bKtnhgdqKXWoPteZJixm" ], "event_id": "d76b85d7-1b97-4250-9efa-9143326d9d36", "match": [ { "candidates": [ { "similarity": 0.137582741113094, "face": { "face_id": "72864071-108a-47f0-a023-e5e044d7d727", "external_id": "OWRDVNImQsvVnIHBuyBo", "attribute_id": "e73245a3-29d9-4265-8b6a-85955a81e24a", "create_time": "1981-06-17T00:31:48.643380", "lists": [ "2538761a-9993-4c09-b498-004b4008f51d", "3de14ccf-39f8-4e27-9834-ed1f0982e78a", "28a77d34-3a4b-4309-bd57-b61668398f47" ], "avatar": "https://schultz.org/", "event_id": "3f06d24e-0998-45f1-90ee-f97507441be8", "user_data": "samanthawilliams" } }, { "similarity": 0.4474346261596, "face": { "face_id": "fa2f1b57-2896-4e80-866f-87abee411f0a", "external_id": "vypKllkGakikrKqFfEua", "attribute_id": "5f6d15a7-e561-4cab-8f8b-e09e0b1f0aca", "create_time": "1970-08-03T13:38:20.910667", "lists": [ "72d648b5-52d0-4057-8bd0-298cfc4cfb16", "4548795f-d25c-4650-8ebe-e57acd41b610", "8f42281b-4be9-4754-a612-e9b72a571bb9" ], "avatar": "https://www.maddox-foster.biz/", "event_id": "c4811c93-c93f-4443-b0b0-3fd442b323e7", "user_data": "imiller" } }, { "similarity": 0.623521115622634, "face": { "face_id": "94d1e644-f7e7-4172-9639-03395646a122", "external_id": "UNvPqLBvNgfeMHOEVJuN", "attribute_id": "b25f5ef3-6e99-4836-9397-735759e21081", "create_time": "1975-07-17T09:17:27.275487", "lists": [ "fb7d486e-613c-412d-9d13-0fd78212319c", "887e4d7d-b714-4f6a-89ac-39b66cab6f55", "6f90ff49-aede-4d10-b41f-8ca467f0dc1a" ], "avatar": "http://www.hogan.com/", "event_id": "498712cc-868f-4b3f-b9af-1efc04bd0d3b", "user_data": "raypatricia" } } ], "list_info": { "list_id": "921703ee-cd9c-4c7b-849a-eccfac0474a5", "user_data": "326 Ashley Lodge" } }, { "candidates": [ { "similarity": 0.384492019493627, "face": { "face_id": "81f09ae2-9029-4394-9205-730d01ff61f4", "external_id": "rxHXoMpSmUypKgVsNUCj", "attribute_id": "9bda412c-82c8-4216-9327-28c928cbc299", "create_time": "2015-03-21T01:30:43.643702", "lists": [ "88be242c-924b-4594-9aa1-9a707cb98875", "fa003bdd-7f44-4d30-bd0a-3d039a55b678", "1125d421-b656-4007-a710-24b0c2aad045" ], "avatar": "http://www.hunter-hansen.info/", "event_id": "af3a5aa2-780b-485d-9fd8-3a9390990cb6", "user_data": "uholland" } }, { "similarity": 0.258988057877554, "face": { "face_id": "cb8bc293-4712-4366-b321-7ecd606e4810", "external_id": "irESJvPgIgeTChTvJuVR", "attribute_id": "f01de8b6-d8f1-4b60-a92e-c13bfdcd483b", "create_time": "1996-07-31T23:53:25.737150", "lists": [ "e3f18c15-02c7-4456-8daa-c24667744106", "e1c004cf-ede6-4ea5-b8f7-484d55b2bc34", "dd262964-33b4-426c-8796-f495844bce5e" ], "avatar": "https://woods-anderson.com/", "event_id": "8402f062-5284-47fc-9c54-31233530cba5", "user_data": "robert33" } }, { "similarity": 0.23527036484465, "face": { "face_id": "031bbd82-d6ae-4b7b-a880-650c0a5434ed", "external_id": "xxWJclYsJEyTBglRIjWO", "attribute_id": "4b3b69b7-29b8-425d-95d9-cded58e2926c", "create_time": "1970-10-21T19:08:10.787764", "lists": [ "789928e1-ddf3-46f2-bb8d-726c83bc1e07", "7a470940-5ebe-4585-b320-44a89c2e2c6b", "e023b430-616e-4a23-b137-41b66848cf49" ], "avatar": "https://www.matthews.info/", "event_id": "7efcb249-72d6-471f-9882-4b5d128ec300", "user_data": "bjohnson" } } ], "list_info": { "list_id": "992f69e5-23d4-4da6-a406-055ba81db445", "user_data": "9493 Montoya Stravenue" } }, { "candidates": [ { "similarity": 0.1993553576394, "face": { "face_id": "2efa373c-ee8c-4640-b51b-9193ef932f6e", "external_id": "YpBOHFTujkJPJwQDDwjp", "attribute_id": "3bb9decf-d437-466f-a120-da21d928abad", "create_time": "2019-07-25T07:43:31.168741", "lists": [ "f4f2bc07-688b-46c9-97b5-802a83fb8c1f", "6c80cb4f-365f-477e-a1bf-84189bdee472", "d423ae47-c2fc-4540-92f3-ca36101f7d3b" ], "avatar": "http://newton.net/", "event_id": "0bc517c3-3f90-4ae3-a09c-2881ea93df42", "user_data": "yadams" } }, { "similarity": 0.569609959819403, "face": { "face_id": "b77b228a-be9d-469e-b064-30602a849b63", "external_id": "dXAKIPQomxhJSLbvohSI", "attribute_id": "52aed4e7-2078-4c96-bc7c-5e2c68b7f9b3", "create_time": "2003-03-30T11:02:30.068481", "lists": [ "b014c53c-e6cb-4f00-85ad-31926f55a825", "d6c25fe0-a304-484a-b8ec-c241f0920af5", "950a1919-bd90-46d2-a0e5-74a03c6ee545" ], "avatar": "https://www.martin.com/", "event_id": "53bb26ee-c36a-4058-91db-971add6ad1fb", "user_data": "rebecca32" } }, { "similarity": 0.742596425852036, "face": { "face_id": "795463f1-9465-4283-840e-3540f4817f6c", "external_id": "bOAmXthEDIaockOeisvz", "attribute_id": "81debc3b-f56f-4585-86d5-a8f0e8984a1d", "create_time": "2016-08-26T09:59:26.994950", "lists": [ "39893743-eb51-4f42-8c41-2464682a1a7a", "c5c33103-ac46-416e-a6f2-01109c692d09", "b079eb05-8ebd-44b7-97bf-86f0bc527e9a" ], "avatar": "http://www.black-turner.biz/", "event_id": "7d7434fe-634d-4527-b98d-c9eb525f5864", "user_data": "chenamber" } } ], "list_info": { "list_id": "3dbb0c11-2f91-4ccb-84e5-af390a1f6456", "user_data": "0620 Kristen Light Suite 595" } } ], "url": "https://www.dennis.com/", "face": { "face_id": "9ac4bb78-8e99-49a2-8086-7d95b42d5f5a", "external_id": "UfAGqVamaWXSzLksYixO", "attribute_id": "81df074c-2ada-4aef-8a76-c0ee63c4f4b2", "create_time": "1992-06-01T00:07:41.778557", "lists": [ "5c78e752-2992-4efc-997f-2a53118ac78f", "ae8a3978-769a-4b41-99ed-b82b14d82103", "682cc659-a07c-47f4-9e4a-28b137719dff" ], "avatar": "http://www.holmes-terrell.org/", "event_id": "322bb0e0-416c-4a9a-b22a-aca198dd836f", "user_data": "thompsonvictoria" }, "detections": [ { "filename": "DMSrbdcxDhwWRWirsSvt", "sample": { "url": "https://www.ray-jenkins.com/", "sample_id": "7a80de72-4a3e-4138-a949-1edef37c1fb7", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.506458915085883, "dark": 0.300015976868091, "saturation": 0.448269354328038, "blurriness": 0.825606507198247 }, "rect": { "height": 7030, "width": 5315, "x": 4242, "y": 2078 }, "landmarks5": [ [ 6525, 6228 ], [ 1931, 5749 ], [ 9799, 6822 ] ], "landmarks68": [ [ 4704, 463 ], [ 8050, 2213 ], [ 9139, 2748 ] ] } } }, { "filename": "hIzjSnETVvyDBmBPWbCU", "sample": { "url": "http://www.barajas.com/", "sample_id": "8c817745-7802-42f9-9958-2ade5a3f11d0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.449004609236433, "dark": 0.456861784769447, "saturation": 0.45646786679758, "blurriness": 0.710314418045454 }, "rect": { "height": 1660, "width": 5315, "x": 8281, "y": 7717 }, "landmarks5": [ [ 2010, 6848 ], [ 6168, 7887 ], [ 4030, 8206 ] ], "landmarks68": [ [ 2659, 3729 ], [ 6107, 5373 ], [ 2124, 3176 ] ] } } }, { "filename": "ykolgeVmHllZoiiznOzb", "sample": { "url": "https://www.harris.com/", "sample_id": "ef7baf48-449d-4d6b-a503-ddf9f3b26826", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.19010942579697, "dark": 0.591462256781029, "saturation": 0.81676835002291, "blurriness": 0.2563155731267 }, "rect": { "height": 5167, "width": 2591, "x": 9066, "y": 9373 }, "landmarks5": [ [ 6206, 9156 ], [ 5849, 4926 ], [ 1815, 9582 ] ], "landmarks68": [ [ 8484, 656 ], [ 5153, 3825 ], [ 8397, 7553 ] ] } 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