between them for the detection in autonomous vehicle applications, such as elderly, and
children, to reduce the risk of collision. It is necessary to talk about effective pedestrian
tracking besides detection so that object remains accurately monitored, here the effective
pre-trained algorithms come to achieve this goal in real-time. In this paper, we make a
comparison between the detection and tracking algorithms, we applied the transfer learning …