Object Detection has seen several recent developments and reached a wide audience but a very important and not widely known extension of the OD is its applications in Object Tracking. This blog explains the theory and challenges in object tracking, how to use pre-trained object detection models to identify and count unique objects and track their trajectories over several frames using the DeepSORT algorithm