In times of this COVID-19 Pandemic outbreak, we sought to find solutions for our college (or any public places) in maintaining social distancing norms and help to the cause. This project is the result of the same. We use Keras, TensorFlow and OpenCV to detect if a person is wearing mask or not. We look forward to implement this in our college.