In this project, I built an AI system that can track pieces on a chessboard, and digitalize it. I used a custom trained neural network to recognize the pieces, and then used image manipulation to see where each piece was on the board. This is still a work in progress, and I intend to add a UI and turn it into an app.
I had a lot of issues making this program, but I really learned a lot! Currently, the program can take in a video file from an iphone, and an array of timestamps, it then analyzes photos from the video at each timestamp.