Abstract: The COVID virus is apandemic disease where it is getting spread through direct contact with thevictim person like handshake, cough and sneeze. The only way to prevent thespread of COVID-19 is just by maintaining Social Distancing .Being far from oneanother keeping distance from each other is the ultimate way to prevent thespread of this disease (at least until a vaccine is found)also keeps us safe.Hence by this implementation in the society makes to find the people who aremoving close together finds them make sure they are not in social distance.
Keywords: Neuralnetwork, deep learning, machine learning, social distance, COVID,SOTA(state ofthe art), object detection, instance segmentation, keypoint detection, panopticsegmentation.