DMS with Multi-skin color Drivers Corpus

This dataset serves as a comprehensive resource for developing and testing driver monitoring systems, specifically designed to enhance in-vehicle safety through behavioral analysis.
Specifications:
ID:
King-ADV-007
Size:
The product library size is approximately 45TB, containing over 23,950,000 files.
Gender
The data comprises 70% males and 30% females.
Collection environment
The images capture for action and gaze includes 30 gaze positions inside the car, with 11 fixed camera positions and 19 mobile camera positions. When the gaze is directed towards a fixed camera position, 25 fixed camera images are captured simultaneously; when the gaze is directed towards a mobile camera position, 25 fixed camera images and 1 mobile camera image are captured simultaneously.
Collectors
700+ People
Ethnic Diversity
Categorized into Black (encompassing black, brown, olive skin tones) and White (including fair, medium, very fair complexions)
Global Representation
39+ nationalities spanning Switzerland, Colombia, Peru, Ghana, Brazil, Latvia, Samoa, South Africa, and Latin American regions
Behavioral Features
Facial Dynamics/Action Recognition/Accessory Context

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