This product dataset is a collection database for distinctive vehicles. The special vehicle types include tricycles, 2-seater buses, and garbage trucks. The collection areas are Japan and India.

This product dataset is a foreign Caucasian collection of the cockpit DMS. Only IR videos and images were captured. The subjects were black and white, with approximately 20% of the subjects being black and 80% being white, and approximately 70% being male and 30% being female. The shooting mode was single-person shooting, with a total of 25 fixed cameras arranged to shoot simultaneously, and 1 camera was used for cooperative shooting. The props included hats, ordinary glasses, sunglasses, masks, etc., and the prop configurations were randomly and overlappingly distributed. The vehicle model was a 5-seater passenger car, and the vehicle was in a stationary parking state during the shooting. The lighting conditions for collection included frontal light, backlight, side light, interior light source, street lamps, shade, opposing headlights, etc. The collected content included two parts: actions and gaze. Video was used for action collection, and images and calibration data were used for gaze collection. The gaze-action collection included 30 gaze positions inside the vehicle, and the average number of basic action scenes in video action collection was approximately 18. Some collectors included 1 to 8 additional scenes, totaling 26 types.