Support for Table tennis #1
Comments
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Hi @mkirank 👋🏻 I've seen some fantastic table tennis AI demos online. I'd love to tackle this, but I'm not sure when I'll be able to get to it. Sports AI is just a side project, and I only work on it from time to time. Perhaps we could build a community around this project and someone else could help us build an open-source table tennis AI. |
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One challenging thing is detecting the ball due to the high speed and also the small size probably some approches like using sequential model would be a good choice (catch the curves of the ball, etc ...) or as input getting higher fps (more difficult to have in real world) |
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@hulkwork 100% tracking small fast-moving objects is definitely a challenge. Unfortunately, I don't really have a lot of experience with sequential models. :/ |
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@mkirank @SkalskiP @hulkwork Hi! I would like to take lead on this if possible. It's also from my side a side-project and for hobby purposes at first. If possible I would have this in my company's repo @TheXOrb and use the CC by 4.0 license. Would like to get your help and input if possible. What do you say? |
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Let’s go! I didn’t get a chance to work on it, and I’m sorry for that. But if you need help, don’t hesitate to ask! You know what? I’ll try to work on it now! Do you know where we can find or use a dataset? If not, we’ll create our own! 💪 |
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@mkirank @SkalskiP @hulkwork Lets go! I have created a public repository during the evening here now and I am fixing with the licenses. https://github.com/TheXOrb/tttrace |
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@hulkwork @Henke1983 , I had set an aws instance and run the training but I deleted the instance sometime back and lost everything on it but I might have .pth file in my drive, give me access to the repo and I can upload it but don't remember if it was something I had used or what the status of that file was as it has been a while |
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@Henke1983 @hulkwork @mkirank, It's great to see this table tennis project taking off! I'm a bit bummed it's moving outside of the I wish you all the best of luck with TTTrace! I'll be following your progress closely and will contribute if I find any useful resources or insights. |
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@SkalskiP Thank you! I am leaving the project on my repo open with a CC BY 4.0 license - which is totally open. If there are time after I have done this I will try to implement it here in the roboflow/sports repo also if I have time. We will see how this turns out. |
@mkirank I will give you access to the repo. |
It would be good if there was some example support for table tennis. There is a model detection model here: https://github.com/sisrfeng/TTNet. If that can be used, maybe adding support to figure out when a point starts and when it ends would be helpful in analyzing matches
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