The purpose of this project is to create an app that can create some real-time statistics in padel matches. This project has been started in June 2022, and during this year I will upload the new improvements that I will be doing in my free time. From now, we have the Minimap, where we can see the position of each player, and we could create a heatmap in the future.
Upcoming improvements:
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Ball tracking. For this, I have two ideas. The first is to use Tracknet, a CNN that is normally used to track the ball in tennis matches. The other option is to use a transformer, which will give better performance but will be more difficult to train and develop.
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Improve human detection. Now we are using Yolov5, but we could create our own person/player detection or use a better model.
Of course there are more things to do, but these are the most important in the short term.
