Image Denoising Using A Deep Convolutional Autoencoder

In this repo, I share my practice in implementing a deep convolutional denoising autoencoder for MNIST images.

Table of contents

• Data Preparation
  • Load Data
  • Scale and Reshape the Data
  • Add Noise to the Data
• Denoising Autoencoder
  • Build Encoder Model
  • Build Decoder Model
  • Train the Autoencoder
• Results
• Reference

Demo