Pedestrian and vehicle detection by autonomous cars is an emerging area of research in the automotive community. The AI model can be used to detect people and different vehicles in real-time data such as photo and video data. This is required to make efficacious real-time decisions to avert imminent collisions with vulnerable traffic users such as humans, stranded or moving vehicles, cyclists or other static obstacles.