Skip to content

This notebook shows the process of designing CNN-autoencoder and using it for image denoising .

Notifications You must be signed in to change notification settings

ysairaaj/CNN-Autoencoder-for-image-denoising

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

7 Commits
 
 
 
 
 
 

Repository files navigation

CNN-Autoencoder-for-image-denoising

This notebook shows the preocess of designing CNN -autoencoder and using itfor image denoising . Libraries used --

  1. Numpy
  2. Tensorflow

Observations --

  1. Training the same model for both clear and noisy images helps the autoencoder to learn better encoding for the image .
  2. It makes it more robust and perform better .

The noisy images and their corresponding output from the autoencoder are given : image

About

This notebook shows the process of designing CNN-autoencoder and using it for image denoising .

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published