Fatigue detection based on vision is widely employed in vehicles due to its real-time and reliable detection results. With the coronavirus disease (COVID-19) outbreak. many proposed detection systems based on facial characteristics would be unreliable due to the face covering with the mask. In this paper. https://foldlyers.shop/product-category/probes/