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": 23, "gender": 0, "ethnicities": { "estimations": { "asian": 0.427725205167037, "indian": 0.847989838174113, "caucasian": 0.399537404578156, "african": 0.954610025192229 }, "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.owens.com/", "attribute_id": "5f367b77-1cc6-4b5b-b85d-eea2c5430db2", "score": 0.661921677016185, "basic_attributes": { "age": 36, "gender": 0, "ethnicities": { "estimations": { "asian": 0.699840206885601, "indian": 0.41726991106935, "caucasian": 0.984925522912273, "african": 0.214339209611769 }, "predominant_ethnicity": "asian" } }, "samples": [ "4b32103d-c7b1-4b98-9701-0566579deed8", "01fa0576-f9d1-49b8-a037-0e64d50d45c2", "2a2e8a0e-1018-44f9-9faf-81b4c8c5fe8e" ] }
- 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": "8626bece-803c-4e58-bd67-c4b90d35a325", "external_id": "UZUvtnlzEEBJJcLipDTX", "attribute_id": "53244d1a-d91d-4a63-80bb-2946289ced75", "create_time": "2003-07-31T10:13:50.566938", "lists": [ "9d2e098c-0ac2-49dd-957b-f8d2c3109e80", "2100e465-e3e6-4e7e-b32f-51738b1db63b", "e977e24d-0d2e-426a-b62e-d5eed2d405ea" ], "avatar": "http://www.wilson.biz/", "event_id": "a305cc43-4aef-4548-b0d1-13c828a8a196", "user_data": "pamela57" }
- 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": "645f6716-43ac-4b52-a4fb-908523cfd421", "user_data": "6942 Robinson Parkways Suite 793" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.568046797434132, "face": { "face_id": "c1d44791-fa72-463c-b361-b44a29e285bd", "external_id": "MLbKlbfnkfceNwvYsQqx", "attribute_id": "a460eb30-9069-4a73-ac55-403dabadadfe", "create_time": "1996-08-22T18:40:15.188189", "lists": [ "d6d29ec3-8dde-4fea-9733-e4f87ac30485", "ad37f0c8-ec77-4b36-bad7-1c70053969b8", "001200c9-41f4-40d4-a1d5-049aa3ece7ef" ], "avatar": "https://mata.info/", "event_id": "035b154b-bf6b-4f20-bad3-bb1cef30f0cf", "user_data": "sarah30" } }
- 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": 0.933908133698201, "face": { "face_id": "5cff0c2c-854c-49b2-acb0-078022319070", "external_id": "BjxEvWtItRkvDJasXTKV", "attribute_id": "95c7b49f-8753-4b59-8b32-71515840457b", "create_time": "1982-04-17T23:29:46.791405", "lists": [ "21b65f4b-428c-4a05-87d6-00e7c062457a", "b155ffd7-409d-4d6b-8b0f-bcb04621bc13", "7db5aa00-ea60-49e4-aea7-7bb29b149693" ], "avatar": "http://www.norton.com/", "event_id": "667262de-ee34-49fa-8168-e1eb41ad44a4", "user_data": "jennifer56" } }, { "similarity": 0.834744595662522, "face": { "face_id": "968ebcb7-ad2e-46f5-8626-9a93c7e10f8c", "external_id": "CuDostmlSvYfBHMUMECV", "attribute_id": "e94ba28f-8b37-4b37-bd2f-7fbd47666847", "create_time": "2022-09-22T20:12:19.437499", "lists": [ "9f2e3ad0-c5ff-408c-996c-4ce56f6361aa", "4ced29fe-e259-4330-9848-65ae4f35facb", "f6712ef0-f701-470a-8be2-31e3c6d3b0a8" ], "avatar": "https://smith.biz/", "event_id": "ce998921-637a-4f9d-b1ea-a6b950630ab7", "user_data": "solisalejandro" } }, { "similarity": 0.117049685872661, "face": { "face_id": "ba9c9411-1d98-4705-991a-2ee8a48a1877", "external_id": "yXFHKMCHhFODPAYbQALV", "attribute_id": "42c89354-8391-4e6a-b09e-1b15bb128805", "create_time": "2020-10-04T14:55:14.140084", "lists": [ "eac12d2c-89a4-437f-abd3-9ba07ffea416", "b1476fd5-da4d-4736-a544-5fbb45ac9a44", "ab195720-ac2e-4538-a4b6-47373c25a7bb" ], "avatar": "https://www.zhang.com/", "event_id": "431a67e1-cdc9-4ef0-81c2-462f6ec87e81", "user_data": "jody60" } } ], "list_info": { "list_id": "c03f8a8e-6768-4fc1-949a-5a4af8fe5d2f", "user_data": "495 Pratt Extension" } }
- 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": "2d19a1d6-aa8a-4833-86b6-1b8869c2e7d7", "Luna-Request-Id": "WoqWUJXDDxwlqFbPzQhM", "events": [ { "samples": [ "a8fba3fb-d5df-4121-a538-4c351279c026", "0e7d1cd9-3f18-4c4b-81b5-86c8df1cda8d", "8ad76edb-02c3-4b19-bd86-22bcfd1e97d1" ], "attributes": { "url": "https://clark-francis.com/", "attribute_id": "a571bc91-dfb9-42e4-a11e-c2490f2e0434", "score": 0.678984359082433, "basic_attributes": { "age": 17, "gender": 1, "ethnicities": { "estimations": { "asian": 0.928626743256928, "indian": 0.836290737102402, "caucasian": 0.66610969240296, "african": 0.672224384602848 }, "predominant_ethnicity": "asian" } }, "samples": [ "547ece67-b66b-49ba-929c-026965e0da0c", "7538ba6f-06ec-4924-995e-4fdf569c86e2", "0cece898-d797-45fb-93f2-6ce6771d4558" ] }, "source": "145 Ronnie Coves", "tags": [ "ExmxAsUMtUOevqKQPvFh", "yMTKYSbyUarXYjyySPaO", "THWMhOlfmsuFONXtOoUI" ], "event_id": "84891a39-939e-440e-b698-0df4fdc77b1a", "match": [ { "candidates": [ { "similarity": 0.898796761744116, "face": { "face_id": "224e6769-0ae8-4628-94c7-0a7d9b8c1ac4", "external_id": "zCtxSotiZqnXBXrEbdeM", "attribute_id": "6b6aa357-1ab3-4a2f-8c1b-a04833e79814", "create_time": "2020-02-06T23:12:46.920503", "lists": [ "8e0361f1-0f57-4959-9fe0-93ff033525f2", "acdc63e7-b324-45d1-8049-54b6e09d4ce8", "0e59d3ea-ba70-44fa-88f5-50dc520508bc" ], "avatar": "https://www.ware-robinson.info/", "event_id": "5f03f77b-681d-47ec-9886-35b5372eebcb", "user_data": "morrisonricardo" } }, { "similarity": 0.65044127591706, "face": { "face_id": "1924db2a-f47c-4da8-8603-711d4f008c1b", "external_id": "drgnRkNmrbAtwSPCnIlU", "attribute_id": "c46cbad3-c295-4d24-af3f-0dd5f2848daa", "create_time": "2002-05-15T00:21:12.062662", "lists": [ "1e89ec07-1939-4c9c-b096-0aa9e9367cf0", "b807236d-2e96-4ee5-a88e-68ebff49b36e", "8b4fe86f-5131-4a57-bb83-19ae11b23880" ], "avatar": "http://hall-collins.net/", "event_id": "36adf055-5277-4119-be86-6a9783958595", "user_data": "znorman" } }, { "similarity": 0.503995173217597, "face": { "face_id": "01d53187-7ed3-48d6-afc3-4aecbec7fa8b", "external_id": "cosmtCebnkANafZbPHUA", "attribute_id": "a6017f29-8c50-4a3f-8adc-26bc41830127", "create_time": "2018-03-15T14:11:28.990278", "lists": [ "4f7260a8-1d37-4dc6-9221-dacbdb1c197f", "b2aa7551-8bd8-4159-99ba-63fc246116c8", "f172e84e-ee4a-4f7c-973a-675f9329b2b3" ], "avatar": "http://ashley.com/", "event_id": "6125b7aa-f616-4f40-b217-5dc31b8979b3", "user_data": "hthomas" } } ], "list_info": { "list_id": "996db6fb-f548-49e0-9cf0-4201a141b099", "user_data": "7264 Tonya Wells" } }, { "candidates": [ { "similarity": 0.482450547169013, "face": { "face_id": "317bc0d9-651c-4ec2-9a41-0f929f694151", "external_id": "xHwkQCFNpmRddCAQLBwS", "attribute_id": "71e44719-a594-4702-b19d-39f30db723fd", "create_time": "2011-03-30T07:37:12.711830", "lists": [ "6f21df7a-74ae-466e-9324-03637b67ef4b", "594b966f-c9b5-454e-86ac-d8dbd8f77ca6", "2cbc400e-6263-4e18-852c-460a11de3f55" ], "avatar": "https://brown.com/", "event_id": "5c14d0d9-3652-414b-b540-2512523f4f2f", "user_data": "amy01" } }, { "similarity": 0.320783015856316, "face": { "face_id": "0e9319fa-a6bf-44a3-b898-6e8bf24b8958", "external_id": "GXtOnzkpVTqvStilEqzw", "attribute_id": "38a59562-3f22-4a90-8da3-46d52162177f", "create_time": "1983-07-23T09:21:36.263216", "lists": [ "6cd48188-93b1-4dff-80b2-85d287967457", "6b22dfcb-fba4-47fa-ac67-01f306d0e1ae", "52e05583-1a88-4e8a-a273-7cdcbf2af1ce" ], "avatar": "http://www.arnold-haynes.info/", "event_id": "f09edb1a-d846-48a4-b1ff-e28812ca36d0", "user_data": "deborahowens" } }, { "similarity": 0.498374502387811, "face": { "face_id": "9e1a1281-b0d7-4280-a709-5b46b737723c", "external_id": "daZyidxdThtPSHctrIgW", "attribute_id": "6a6b5ae3-c41f-4918-9cb1-ee082ef67927", "create_time": "1985-06-10T21:49:26.096603", "lists": [ "5af38b58-9ea6-4f11-abe4-c2659c9c0557", "9379a9b6-388b-42fa-ba65-68c2f3e58691", "7061a7de-1d17-4d0b-94fc-eba62eb9a535" ], "avatar": "https://parrish-parrish.info/", "event_id": "9b9409b2-ea69-4152-9ac2-885b8946d63f", "user_data": "emilymaldonado" } } ], "list_info": { "list_id": "6abd21a2-2969-459f-872d-2a4379f8be33", "user_data": "88388 Wagner Station Apt. 630" } }, { "candidates": [ { "similarity": 0.125635390460188, "face": { "face_id": "58503d66-bd9d-493c-ad94-0b40a86c7349", "external_id": "DcUWHTavDTkhtndHvZaC", "attribute_id": "eb98ea66-d273-40ba-bbac-b18ed1a2913f", "create_time": "2006-07-30T14:26:59.571084", "lists": [ "e0c66f48-e163-4cc3-b484-607995485089", "7fd860d5-1d1e-4c3a-8820-f7d18dfcde3a", "21e80d1f-f463-49bd-b0be-9245417470c4" ], "avatar": "https://www.reyes.com/", "event_id": "48bcf90a-c4a4-4d27-bd7e-09d1def9db68", "user_data": "butleramy" } }, { "similarity": 0.620697497833583, "face": { "face_id": "afbe4f49-dbce-4ad1-a753-7c7e89cdc81a", "external_id": "aiuMiBKtmWxKitoMSGpK", "attribute_id": "fb639b11-2949-4491-9c5e-6a2ceb09fd22", "create_time": "1979-05-02T12:50:22.155688", "lists": [ "2421fee9-64fa-462a-b7ba-1b550a57f671", "979b870b-2080-4ad4-a758-c88655f3be56", "36b73ec7-35ea-4da4-aaa6-724661316618" ], "avatar": "http://www.grimes.com/", "event_id": "c3c820d2-f8ea-4929-8e2a-4b5ee1a842d9", "user_data": "jennanash" } }, { "similarity": 0.7991656483069, "face": { "face_id": "abf6f708-fdb7-49aa-bf5a-c938d020f5b5", "external_id": "KBxRvGmOwmSWByXPwZls", "attribute_id": "32c021e8-dc18-4422-a6f3-ca8c65e44271", "create_time": "2024-01-30T04:09:46.333516", "lists": [ "ff32fbc6-f3ad-4c19-af43-2979972507a7", "6aa9672f-4c62-4a1c-b6a2-3368f46ccac1", "611587b0-6de0-496a-9419-4c95a53656d0" ], "avatar": "https://brown.net/", "event_id": "7a975d6f-cbdb-4de9-a21f-aae900aa0833", "user_data": "henry93" } } ], "list_info": { "list_id": "435c3f7b-de29-464f-a718-3f1b294c58f1", "user_data": "03726 Lynn Trail" } } ], "url": "http://french.net/", "face": { "face_id": "0f0d3c5a-70aa-4c7f-8ba2-ba2a0ba61248", "external_id": "XGLhjpoOrkNylbKDYthl", "attribute_id": "5ced6857-0184-435e-9cd3-69f3ca8cbe0b", "create_time": "1976-09-29T23:10:00.812513", "lists": [ "02764ddc-e26b-4925-bbef-dfe1cb1fd52d", "252eb7b8-9185-45b8-abf2-2eea4258acd4", "fb2b4042-979a-48ee-8d9f-56ad5ae7ef34" ], "avatar": "http://www.daniels.net/", "event_id": "7354a033-7dc4-4e1b-a1b9-93adf891b549", "user_data": "riveradebra" }, "detections": [ { "filename": "zDBgNGjXSbcSGAwPDDTN", "sample": { "url": "https://wilson.net/", "sample_id": "af382c4b-3307-4b44-9ac4-d16d829b3e8e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.10906644310864, "dark": 0.82592236211356, "saturation": 0.721037666889942, "blurriness": 0.577918662345562 }, "rect": { "height": 4440, "width": 7889, "x": 989, "y": 552 }, "landmarks5": [ [ 4660, 6834 ], [ 6161, 9219 ], [ 7476, 2942 ] ], "landmarks68": [ [ 1200, 1246 ], [ 6606, 3535 ], [ 6226, 1359 ] ] } } }, { "filename": "cSjsrTIMLitaCYLJVaUy", "sample": { "url": "https://esparza-duffy.biz/", "sample_id": "3b0eca2c-d807-46b6-b035-24d81e352390", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.760293511882702, "dark": 0.160208036321887, "saturation": 0.565096625111872, "blurriness": 0.371720582397039 }, "rect": { "height": 2964, "width": 2899, "x": 716, "y": 4631 }, "landmarks5": [ [ 8173, 1978 ], [ 3935, 3784 ], [ 2035, 1623 ] ], "landmarks68": [ [ 9683, 924 ], [ 3017, 6473 ], [ 226, 1666 ] ] } } }, { "filename": "antlfFSYlPxWMKqyThPg", "sample": { "url": "https://www.lloyd-montgomery.org/", "sample_id": "c34d653e-7611-485d-a4fa-d9fb8850a1ba", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.780325229742496, "dark": 0.920966529372407, "saturation": 0.764251749136335, "blurriness": 0.480046678638976 }, "rect": { "height": 4446, "width": 5160, "x": 6437, "y": 7232 }, "landmarks5": [ [ 7939, 998 ], [ 3080, 2829 ], [ 8222, 344 ] ], "landmarks68": [ [ 1260, 2155 ], [ 5503, 1666 ], [ 1158, 4363 ] ] } } } ] }, { "samples": [ "311bb6de-0be5-4db6-b784-5fdc15f2b43f", "af42514e-6400-48e9-b025-58663e283422", 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