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IRCNN Image denoise

Learning Deep CNN Denoiser Prior for Image Restoration

IRCNN-Tensorflow

This is a tensorflow re-implementation of Learning Deep CNN Denoiser Prior for Image Restoration.


Requirements

  1. Tensorflow==1.8
  2. opencv-python

Model Architecture

image_1

Training Loss

image_2


Results

Sigma = 25 image_3 image_4 image_5