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Autoencoder Denoising

Table of Contents

Denoising Images using Autoencoders

This project was my Capstone Project for the Udacity Machine Learning Engineer Nanodegree.

Udacity Machine Learning Engineer Nanodegree Certificate

Required Libraries

  • numpy
  • tensorflow
  • scikit-learn
  • matplotlib
  • pandas

Kaggle Competition

UCI Machine Learning Repository

Running the code

The code has been tested on Google Colab, with a GPU runtime. All the libraries above are already pre-installed in Google Colab. To execute locally, you will need to change the paths where the dataset is stored. The dataset zip will need to be kept inside the data folder.