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

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

#2

Post by chony »

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...

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

#4

Post by chony »

nattaylor wrote: post #3

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...

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

#5

Post by Jugurtha »

chony wrote: post #4
nattaylor wrote: post #3

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.

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

#6

Post by chony »

Jugurtha wrote: post #5
chony wrote: post #4

Earlier quoted context omitted.

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?

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

#7

Post by Jugurtha »

chony wrote: post #6
Jugurtha wrote: post #5

Earlier quoted context omitted.

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.

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

#8

Post by chony »

Jugurtha wrote: post #7
chony wrote: post #6

Earlier quoted context omitted.

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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