Face Mask Detection built with PyTorch using Deep Learning specifically CNN have an accuracy of 98.04% trained on a custom architecture. It can even detect multiple faces with or without mask in a single image.
The dataset used can be downloaded from here - Kaggle. Dataset is divided into two folder labeled 'with_mask' and 'without_mask' having around 3725 and 3828 images respectively.