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autograd-engine

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Noise2Noise-Lite-two-ligther-versions-of-the-famous-AI-denoiser-for-small-images

EliaFantini / Noise2Noise-Lite-two-ligther-versions-of-the-famous-AI-denoiser-for-small-images

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Noise2Noise is an AI denoiser trained with noisy images only. We implemented a ligther version which trains faster on smaller pictures without losing performance and an even simpler one where every low-level component was implemented from scratch, including a reimplementation of autograd.

python pytorch autograd unet noise-reduction 2d-convolution adam-optimizer sigmoid-function mean-square-error noise2noise pytorch-framework pytorch-implementation denoiser denoiser-network relu-activation autograd-engine sequential-pytorch
  • Updated Sep 25, 2022
  • Jupyter Notebook

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