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Show HN: ML Basketball – Understanding Basketball Shots with Pose Estimation
- chony 6y agoHi 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://github.com/chonyy/AI-basketball-analysis https://towardsdatascience.com/openpose-research-paper-summary-realtime-multi-person-2d-pose-estimation-3563a4d7e66 https://towardsdatascience.com/openpose-research-paper-summa...
- nattaylor 6y agoThis is cool. I want to give it a try--I hope my MacBook supports CUDA!
- chony 6y agoI'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-basketball-analysis-on-google-colab/blob/master/AI_basketball_analysis_google_colab.ipynb https://colab.research.google.com/github/hardik0/AI-basketba...
- Jugurtha 6y agoIs 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.
- chony 6y agoHi, do you mean the pure Python ML part wihtout the web app and any Flask thing?
- Jugurtha 6y agoYes. Purely from a notebook to load the model, give it an image.
- chony 6y agoHi, 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 https://github.com/chonyy/basketball-shot-detection