【Collector Information】
Ethnicity: Divided into two categories, Black and White. Among them, Black includes (black, brown, olive), and White includes (fair, medium, very fair).
Nationality: Involves more than 39 countries (Switzerland, Colombia, Peru, Paris, Ghana, Brazil, Latin America, Latvia, Samoa, South Africa, etc.).
Age: Collectors cover the age range of 18-60+, with a majority being middle-aged and young adults.
【Video Information】
Each video segment is at least 20 seconds long, with a resolution of no less than 720P.【Data Collection Information】
Daytime: Includes (front lighting, backlighting, side lighting, dappled sunlight, overcast, rainy, snowy weather)
Nighttime: Includes (interior vehicle lighting, street lamp lighting, oncoming vehicle high and low beam)
Facial Expressions and Actions: Eyes open, mouth open and closed, exaggerated mouth open and closed, exaggerated expressions, mouth twisted, making faces, etc.
Other Actions: (smoking, drinking water, using a mobile phone, hand occlusions, etc.)
Accessories: All subjects wear accessories, including (glasses, hats, etc.)