Abstract: The Current COVID-19 pandemic has got the world to a halt and took everyones attention, as it was a global pandemic the world knew about it. But some underdeveloped nations suffer from viral outbreaks every year. To protect ourselves from these viral outbreaks there is a need for a continuous supply of Sanitizers and face masks to maintain personal hygiene. To help such nations and give some contribution to the world, a novel idea of Face Mask Detection and Attendance System has been proposed in this paper. Also, the various techniques that can be used for facial recognition and object detection, like the HAAR cascade method, Machine learning Algorithms, Deep Learning, etc. are discussed.