/image-denoising

A small project to learn the concept behind autoencoders and how they can be used for denoising images without supervised learning

Primary LanguageJupyter Notebook

Image Denoising using AutoEncoders

Image denoising is an important pre-processing step in image analysis. Experimenting with autoencoder based techniques, I have created this small project to learn the concept behind autoencoders and how they can be used for denoising images without supervised learning.

Trained on MNIST fashion Dataset

Sample output

demo.PNG