Computer Vision
2024
Wiggle while you work: using jittering to augment object tracking in low fps videos
·1434 words·7 mins
Shallow-Dive
Ml
Computer Vision
Yolo
Bytetrack
Dealing with low fps video can make re-identification of individuals between frames more difficult as the potential targets tend to “jump” between frames in a way that throws off trackers. Here, I show how applying a Gaussian jitter or wiggle to artificially increase the fps of the video can improve tracking.