Basketball Tracker
Brett Fazio and I created a pipeline for tracking basketballs in video for our graduate level Computer Vision course.
We used a pre-trained YOLO model for initial bounding box detection and Discriminative Correlational Filters for live tracking, even without GPUs. We also implement a way to boost accuracy for non-live videos by tracking the object both forwards and backwards.