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PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter

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A companion repo for the blog post PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

📂 Folder Structure

  • data/ -- Stores all the data to train the model.

  • flutter_app/ -- Codes for the Flutter app.

  • train/ -- Training notebooks and related files.

⛄ Demo

The following screen recording shows the app running in real time.

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Install the pre-built .apk on your Android phone here.

📞 Questions? Connect with me

If you have any questions or feedback, please don't hesitate to reach out to me. I'm active on the following platforms.

dnth

❤️ Support Me

I am thrilled to share my work with you and I hope you find it useful.

If you do, please consider supporting my efforts by making a donation and/or sharing this repository on your social media.

Your support will help me to continue developing and maintaining this project, as well as create new ones.

Buy Me A Coffee

🙏 Acknowledgement