Each currently detected object may needs to be associated with an object detected in the previous frame. Object bounding boxes are tracked in 2D on the basis of proximity. An extrapolation of the motion of bounding boxes is obtained from the five previous frames before associating a box to the nearest one in the current frame.
Tracked bounding box result of a dog