Image Denoising using Autoencoder and Keras

Overview

This project uses a deep learning model, specifically an Autoencoder, to remove noise from images. The dataset used is the Fashion MNIST dataset which contains images of different clothing items.

Requirements

• Python 3.6
• Keras
• Tensorflow
• Numpy
• Matplotlib

Getting Started

Installation

• Clone this repo to your local machine using git clone https://github.com/mohsinmahmood12/Image-denoising.git

Usage

• Run the Image Denoising using AutoEncoders.ipynb notebook to train the model and see the results.

References

• Autoencoders
• Fashion MNIST
• Keras
• Tensorflow
• Numpy
• Matplotlib