Awesome! I someday hope to find the time to make something like this for soccer - individual skill drills as well as gameplay analysis.
Care to share any technical details about how your analysis pipeline works? :)
Care to share any technical details about how your analysis pipeline works? :)
We ended up having to collect our own data and train our own deep learning models for detecting balls, players, court, actions, and tracking. But this was because we needed to make things work almost all the time to achieve our desired accuracy. You should try out off-the-shelf things like YOLO, Segment Anything, and Detectron and then after that you probably need to invest more on data collection and model training.
Also, the technology was used in their latest Euro 2024 ball - the Fussballliebe - to help video referees and their decisions.