A Review on Social Distance Measurement and Face Mask Detection in a Crowd Using Machine Learning

Resumen

In the recent times, the novel Corona Virus (COVID-19) is the most contagious and
dangerous to the whole human kind. It has become very important to protect ourselves and
people around us from this worst situation. We can take the precautions such as Social
Distancing, washing hands using sanitizer, and the most important wearing a mask. Public
use of wearing a mask has become very common use everywhere on the world. Recently, the
deep learning provides a platform for identifying social distancing and masks wearing. The
aim of this paper is to present a review of various methods and algorithms and used for
Detecting Face mask and Social Distancing. Different approaches such as CNN model and
Faster R-CNN model are analysed in this paper related to the performance.