Show HN: ML Basketball – Understanding Basketball Shots with Pose Estimation

github.com

11 points·chony··7 comments

Hi guys, I have also written a post to explain the high level concept of OpenPose, the pose estimation framework I implemented in this project.

Feel free to check out:

https://github.com/chonyy/AI-basketball-analysis

https://towardsdatascience.com/openpose-research-paper-summa...

This is cool. I want to give it a try--I hope my MacBook supports CUDA!

I'm glad you like it!

As an alternative, feel free to play around with it and get familiar with the setup process in the Google colab notebook.

https://colab.research.google.com/github/hardik0/AI-basketba...

Is there a pure notebook version stripped of the application? I'd like to play with this on iko.ai. Already have the Coco dataset, GPU support, and most of the dependencies in our image.

Hi, do you mean the pure Python ML part wihtout the web app and any Flask thing?

Yes. Purely from a notebook to load the model, give it an image.

Hi, the link provided is the pure ML part of the project, without any Flask thing.

Unfortunately, I don't have written a notebook for it. Maybe you could try to figure it out through the source code? The code itself is actually prettly simple and short.

https://github.com/chonyy/basketball-shot-detection

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