Since I can't play basketball with people, I built an app that helps me play basketball with myself. It uses object detection to identify me shooting and the ball going in or not and then creates a heatmap in real-time. Sort of like fitbit for basketball. I had to do some labelling myself, but it didn't take too long and it's working! I try to beat my shooting percentage from the day before. I put it on the Apple App Store to start and I'll build an android version next.

You can see a live demo here: https://www.myshotcount.com/