Build an AI/ML Tennis Analysis system with YOLO, PyTorch, and Key Point Extraction lowkirkenuinely just copying a tutorial off the internet so i can learn yolo lowk lowk
Humble beginnings
!! I would like to say that this is NOT an original project !! - I’m following a YT tutorial about some person doing this exact same thing, title is same as the project name, name is “Code in a jiffy” or smth
So I’m about an hour through the 5 hour video, and in that time I’ve done a few things…
Taken a tennis ball dataset online, and trained YOLO on it
Trained keypoints of the tennis court (eg. intersection b/w lines) for future homography calculations
Starting to work on the analysis system (basically the end goal of this project is to try and export a trajectory of the tennis ball as it travels on the screen, and overlay its movements on a mini-map on the screen)
I’m using this project to learn more about computer vision and tools in the field, particularly to help my TrajTracker project.
