https://github.com/ardawanism/convmixer-patches-are-all-you-need

In this repository, a very informative and comprehensive implementation of ConvMixer architecture is provided for educational purposes using PyTorch.
https://github.com/ardawanism/convmixer-patches-are-all-you-need

cnns computer-vision convmixer convolutional-neural-networks deep-learning deep-neural-networks machinevision

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In this repository, a very informative and comprehensive implementation of ConvMixer architecture is provided for educational purposes using PyTorch.

• Host: GitHub
• URL: https://github.com/ardawanism/convmixer-patches-are-all-you-need
• Owner: Ardawanism
• Created: 2024-02-15T18:45:50.000Z (11 months ago)
• Default Branch: master
• Last Pushed: 2024-02-15T21:17:41.000Z (11 months ago)
• Last Synced: 2024-02-16T19:51:48.486Z (11 months ago)
• Topics: cnns, computer-vision, convmixer, convolutional-neural-networks, deep-learning, deep-neural-networks, machinevision
• Language: Jupyter Notebook
• Homepage: https://youtu.be/Cn_fWSi4tKs?si=pgCox4bkvISG-hwb
• Size: 936 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ConvMixer: A comprehensive and step-by-step implementation of "Patches Are All You Need?" paper using PyTorch.

In this repository, a very informative and comprehensive implementation of ConvMixer architecture proposed in the paper "Patches Are All You Need?" is provided for educational purposes using PyTorch.

Paper link:

https://arxiv.org/abs/2201.09792







A very comprehensive youtube video is also provided, I strongly recommend you to watch to understand the neural network architecture proposed in this paper better.

# video link:

https://youtu.be/Cn_fWSi4tKs?si=pgCox4bkvISG-hwb