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": 54, "gender": 0, "ethnicities": { "estimations": { "asian": 0.598444419012764, "indian": 0.886559675009623, "caucasian": 0.71630236454347, "african": 0.645414107726484 }, "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": "http://anderson.net/", "attribute_id": "a9768f62-dbf4-4c6b-ab31-f27a3f9041ac", "score": 0.468852985113531, "basic_attributes": { "age": 93, "gender": 0, "ethnicities": { "estimations": { "asian": 0.327564116796516, "indian": 0.685158345668923, "caucasian": 0.69404760795916, "african": 0.438561715245407 }, "predominant_ethnicity": "asian" } }, "samples": [ "b143a48d-e60a-41cd-990d-a675320b278c", "1cbb5f8e-16b6-4a89-a6f1-07935b43d502", "e59bd556-5a9e-4fbc-8bf6-70e3395ab6bd" ] }
- 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": "8bd7f38e-e115-4480-9fa2-172b8c5604ad", "external_id": "koqHwOvCMNXUTUynlZFJ", "attribute_id": "3889e299-ca52-4d1e-b9bd-13405570a6ce", "create_time": "2011-05-05T07:50:25.725268", "lists": [ "02503c10-61bb-42fc-91d0-888502266283", "243587a4-74ad-4dae-9865-f3c090848128", "42be8712-265b-415b-b5cd-424e6fedc072" ], "avatar": "http://www.stevens-day.com/", "event_id": "961a23e9-c480-4417-9c3c-adcce79fdb62", "user_data": "jose19" }
- 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": "624e4891-c15f-457d-99ab-eda5ae94da22", "user_data": "34131 Ryan Trace" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.116790307503789, "face": { "face_id": "1a867473-21ac-4c01-8df7-7ecc767af516", "external_id": "iEauuyNQErSalpntwHAG", "attribute_id": "20032209-51e5-42ff-804a-7ff5c9d42654", "create_time": "2006-09-03T04:17:20.863987", "lists": [ "e69f3e2b-4542-49ee-ac2f-b54a7e6a94c0", "63015785-8b1c-45a6-abfe-5004bd75f085", "aeac8681-e0ff-46f3-b102-8ff48d816820" ], "avatar": "https://www.davies.com/", "event_id": "45d1f76d-7123-4c9c-8a3a-8ac8633a3daa", "user_data": "carly02" } }
- 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": 0.887408754275722, "face": { "face_id": "2f269b13-eca2-4a67-ac5c-18af80b388af", "external_id": "mTnZhTnDXYxdDSelCFzT", "attribute_id": "b448f077-d514-43ae-b419-9687903d92b4", "create_time": "1987-07-23T17:30:05.575493", "lists": [ "b0850c57-f50e-41af-9f3c-12d283ddbe77", "827ceb3e-b294-4159-b739-c10a67feb03f", "47760bf2-fff2-4e78-b2cb-acb2d6b832b0" ], "avatar": "http://long-bell.org/", "event_id": "690e5a53-b8f0-45c2-ae3f-aa90d39e933c", "user_data": "valerielee" } }, { "similarity": 0.32267481411272, "face": { "face_id": "6b8b7d97-ad07-4785-ac78-8f77f01f7b6a", "external_id": "hYiWUqIZLXXJdQlNdrDL", "attribute_id": "ddfc0bfe-b980-4bdb-b6aa-205705b61afc", "create_time": "2018-09-30T07:38:44.228464", "lists": [ "23295f11-6d5a-4fac-925f-2257f1aa816d", "3a8b470f-9d4d-4ef0-84bb-5125a439eb29", "1a34af40-4db3-4dd2-8a96-ca53cf54d963" ], "avatar": "https://www.meyer-weiss.com/", "event_id": "6170b98d-9350-418d-934b-931e7b0d6779", "user_data": "dalepage" } }, { "similarity": 0.458832571002562, "face": { "face_id": "799e810c-0f66-4008-81b3-db268a88cdc2", "external_id": "NIyEBslTfhfjCLSxylkW", "attribute_id": "c50b82c9-59dc-4ad5-abcd-5f5a838db900", "create_time": "1973-11-18T11:17:04.415393", "lists": [ "76f777b8-e475-44c7-9f98-f72dd9ca721e", "ef8832ae-3199-457c-a8c6-955a765f77d7", "245bf9f2-8843-4646-941c-2e2764b1ae58" ], "avatar": "https://williams.com/", "event_id": "b31688a2-b217-4b6c-953f-6e17b318bcf1", "user_data": "eugenesullivan" } } ], "list_info": { "list_id": "7a0333f6-e213-4aa7-85b5-27c04075fc35", "user_data": "53530 Susan Glen" } }
- 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": "db7074d3-afc0-41de-aedc-39e5a64d3804", "Luna-Request-Id": "FHqKCOMOoqFhDvYbLkFc", "events": [ { "samples": [ "aa4ab116-33b5-4152-aef8-28795ec80a5b", "8a9b25de-03fd-4a88-9836-2a3d1aee1b60", "db677a9a-5c00-4689-aa88-24a0c1ef65cd" ], "attributes": { "url": "https://taylor.com/", "attribute_id": "b89ba5b9-7587-4f0f-a604-1122aea30a3c", "score": 0.676607051166983, "basic_attributes": { "age": 92, "gender": 0, "ethnicities": { "estimations": { "asian": 0.932883394214296, "indian": 0.722977047035921, "caucasian": 0.885497633553627, "african": 0.163949740820192 }, "predominant_ethnicity": "african" } }, "samples": [ "56908073-131a-4cd1-9d17-f8f767b38bdb", "74b51588-489d-426b-849d-eedc0a7d1a7b", "00d952c6-d76d-4a5c-be34-03b8d4b0cd1b" ] }, "source": "390 Anderson Via", "tags": [ "YUalPAAdTsTapbwKmfjT", "sJMrxhwcdrbjUCRqmhug", "wbKougrjXtwvBOEigwvx" ], "event_id": "6c0e7a1b-030b-4f6d-b2ac-adf4e2911a37", "match": [ { "candidates": [ { "similarity": 0.416211610210709, "face": { "face_id": "48cf169b-b4e8-4a88-bbf4-e8684ec0367e", "external_id": "XMJWMFRZGXXFMklVWjHH", "attribute_id": "74490814-4210-46a4-b2ad-6f4febfd5021", "create_time": "1980-11-26T15:42:59.374167", "lists": [ "66ae37b6-bbc1-43cb-8dbe-b89a477a97d5", "cb317bcd-77a4-4050-bb5e-383667caa512", "b9122d5d-fb34-4f17-a7b9-c9544476ccd4" ], "avatar": "https://www.lucero.com/", "event_id": "070b4b3b-96ce-40be-97ea-f35b2c6f0b30", "user_data": "taylorhowell" } }, { "similarity": 0.392370796695445, "face": { "face_id": "c1615a61-7070-4ce0-854b-939209faab9e", "external_id": "qOTtJyIjNSqUAHzmUfBf", "attribute_id": "74970183-0426-4320-bfcc-35073c03e409", "create_time": "1977-08-08T03:50:18.242758", "lists": [ "7c5f4847-92e5-45b7-90ed-f16c882ab303", "14bcc938-cf3a-4fb4-8132-17ac79570a9c", "0646a1d1-ba78-4ca9-8562-70b2f1c09f5a" ], "avatar": "https://lamb.com/", "event_id": "28daf428-bdbe-4413-acf0-e47d32c2ec2b", "user_data": "barbarajones" } }, { "similarity": 0.447827711684959, "face": { "face_id": "1d5e79bf-b118-4fcc-963a-bf31d5867ff2", "external_id": "JyskuYbAZPTPYUyEvYHU", "attribute_id": "f3166691-c514-4c8b-bb0f-fb1ee00882d4", "create_time": "1977-10-10T20:51:24.060185", "lists": [ "2ead5816-1a75-4c17-a537-f8285281566a", "00c67715-9065-46f9-a761-f4304c0d84c9", "f616ea52-dd94-40e3-b63a-7e189e31921e" ], "avatar": "https://jackson-dean.biz/", "event_id": "74676101-70c1-4cc6-a473-a4a1ee1cc20d", "user_data": "shannon30" } } ], "list_info": { "list_id": "4e3a89ff-8cdc-4023-9ba1-9cc605e54cb3", "user_data": "392 Cathy Groves Apt. 291" } }, { "candidates": [ { "similarity": 0.71992595764687, "face": { "face_id": "9e1f8992-c137-49b8-a892-ca636ee9c3e1", "external_id": "ssLnnEnNOMCsTKovyLwy", "attribute_id": "075c4802-1dc8-4f10-b1fc-f3ac9cbc65fc", "create_time": "2022-07-18T13:49:45.504709", "lists": [ "ce6981e1-550c-49a1-81c3-31dedc78d558", "efaff817-83eb-4a90-b817-518ad10645f9", "6a048690-e015-4935-9326-17a5b44e15f0" ], "avatar": "https://www.dennis.com/", "event_id": "5e8dae41-5bfd-4a4a-9092-dfa1678e707a", "user_data": "kimberlygreen" } }, { "similarity": 0.176759373302515, "face": { "face_id": "4425300d-56cd-4e3c-9856-90fd7075a859", "external_id": "CswcObuWMVaRgHVnfwnG", "attribute_id": "66db6781-fd4d-480f-a39c-21cbafa3bf7d", "create_time": "1981-01-07T05:41:01.048050", "lists": [ "41c2bec7-5461-46bc-9052-94ad7ea62f51", "65d57f51-516c-4f95-86d3-09a9fc1753a4", "86a03040-a2e2-4a7a-8b8d-8bd4f21783b9" ], "avatar": "https://hawkins.com/", "event_id": "0a1bec59-0c16-4ced-a664-3f8e4679f263", "user_data": "jessicablack" } }, { "similarity": 0.146882573425642, "face": { "face_id": "7c9943bf-632b-4c8a-9d51-cbe6c1a693b8", "external_id": "pBREcuwpihlgglCHujll", "attribute_id": "75e5fa4a-a4e7-4144-ab2a-b0ead65fbdf6", "create_time": "2018-05-14T01:44:57.514938", "lists": [ "41e3a7d9-eb3c-4b44-ad80-3bedd9f085e8", "487c375f-1b0a-4bce-b64a-e9ccdb535c94", "e1e91c9c-66e9-4055-b02c-7eb347c879ce" ], "avatar": "http://www.davis.biz/", "event_id": "dafa8334-1310-4bda-87aa-2663792bb7be", "user_data": "zknox" } } ], "list_info": { "list_id": "64699cb1-d978-49af-8a9d-ace81df9f750", "user_data": "8758 Smith Drive" } }, { "candidates": [ { "similarity": 0.473499010618391, "face": { "face_id": "43780682-6be7-4823-a5ac-541c00baa2c2", "external_id": "KarVNqcQxiONDVOKFnpK", "attribute_id": "a25d3e50-cbc1-4f7a-99e8-1abe4cfe0081", "create_time": "2015-05-07T04:07:59.515817", "lists": [ "b93b981e-0b98-403c-b090-6446154daf0c", "0e6fbc0f-f067-4852-81fe-7604e4bb709a", "4f941d26-ed39-44c9-a91f-eff6f54f8774" ], "avatar": "http://www.bridges-espinoza.com/", "event_id": "c9e26603-8682-4990-afd7-5e223c03b784", "user_data": "andrewjohnson" } }, { "similarity": 0.26201841745014, "face": { "face_id": "ded99b9d-6b85-41cc-a698-ec6e8172e692", "external_id": "kcJiMpDNOVtsxKfwSKIv", "attribute_id": "a0aa9c0b-b97d-49f6-931d-723e480addf0", "create_time": "1973-07-04T05:01:12.140652", "lists": [ "93a3a360-f302-4fdb-93a3-69d74f9a4e42", "d29120e9-8d6a-4fe9-af1f-0e73e98ad0ef", "7b64685e-e07a-4777-9624-b0718368c563" ], "avatar": "https://griffith-mccormick.org/", "event_id": "411ab9c3-4270-49c7-9d65-2c68df25c71d", "user_data": "john48" } }, { "similarity": 0.848999204292627, "face": { "face_id": "6da6917f-f7ef-4e90-84db-bd3657f38904", "external_id": "oeKWepZoAmZBXJvKxIEo", "attribute_id": "1cbbffdf-d7aa-41bc-9dc4-f65844cdd120", "create_time": "2009-05-06T07:11:25.222011", "lists": [ "a602e909-a69c-4e38-bea4-8ad951d2f6e8", "f04dfdee-b98f-46e3-a01c-e73badbd49e1", "a0bcefe0-f366-4c57-ab30-6f1e38556f5b" ], "avatar": "https://www.mitchell.com/", "event_id": "73657f10-9fa3-4d83-b0a6-5996d7ba12a6", "user_data": "dwallace" } } ], "list_info": { "list_id": "0645bcce-cc8a-4edf-8791-b996dafe591c", "user_data": "5760 Bobby Junction Suite 866" } } ], "url": "https://www.johnson.com/", "face": { "face_id": "0171e0d0-7f01-472a-a635-06d9bd184c51", "external_id": "XmSFjPQJNesYBeqCEqVN", "attribute_id": "9a11d554-994a-4499-ad72-2d3bfcde608d", "create_time": "1991-08-13T20:11:28.654800", "lists": [ "a916a67f-0977-44c1-a45b-b3efd925ce73", "d01b5b0b-4202-425a-89d7-5deb3faf0b9a", "5eebae9c-28e5-42aa-8834-423378d6a54d" ], "avatar": "https://www.griffith.net/", "event_id": "a6e187fc-b9b5-436e-b13b-fa0288c38b06", "user_data": "eduardo29" }, "detections": [ { "filename": "UnVdbZbrDLftLjLwjniR", "sample": { "url": "https://sandoval-mitchell.info/", "sample_id": "2d91921f-8266-464d-b14b-32be691dedee", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.815249159773057, "dark": 0.615378240414974, "saturation": 0.3298125468628, "blurriness": 0.886272808326297 }, "rect": { "height": 4912, "width": 5091, "x": 5381, "y": 9502 }, "landmarks5": [ [ 8839, 7524 ], [ 5898, 9683 ], [ 76, 9342 ] ], "landmarks68": [ [ 531, 4542 ], [ 6130, 6729 ], [ 5197, 4852 ] ] } } }, { "filename": "wIVjVqbqxvccOBjPtCLc", "sample": { "url": "https://www.wagner-hart.net/", "sample_id": "68c808af-0a32-4fa5-b2d1-1b1cdc72e8fb", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.424161230839872, "dark": 0.643098193786779, "saturation": 0.756083079947393, "blurriness": 0.7695566351519 }, "rect": { "height": 6856, "width": 2636, "x": 1260, "y": 4725 }, "landmarks5": [ [ 2536, 8131 ], [ 2428, 825 ], [ 3347, 4635 ] ], "landmarks68": [ [ 7130, 1040 ], [ 3056, 8112 ], [ 9709, 6365 ] ] } } }, { "filename": "bdJdDibPIjBJeEdymZMJ", "sample": { "url": "https://johnston-harris.org/", "sample_id": "9fee3a51-2c3f-4321-beff-1439bd65b95a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.628694385130601, "dark": 0.191474830822835, "saturation": 0.500117229804659, "blurriness": 0.229103828364239 }, "rect": { "height": 9446, "width": 2144, "x": 2610, "y": 69 }, "landmarks5": [ [ 9564, 4594 ], [ 0, 733 ], [ 7602, 7630 ] ], "landmarks68": [ [ 5532, 1296 ], [ 2345, 5388 ], [ 8388, 1010 ] ] } } } ] }, { "samples": [ 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