People Tracking using Deep Learning – Towards Data Science

Object Tracking is an important domain in computer vision. It involves the process of tracking an object which could be a person, ball or a car across a series of frames. For people tracking we would start with all possible detections in a frame and give them an ID. In subsequent frames we try to carry forward a person's ID. If the person has moved away from the frame then that ID is dropped.