This Book does not Exist !

Inspired by many projects in https://thisxdoesnotexist.com, I have created a similar project that creates cover pages of books that do not exist. This work is currently in progress.
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Table of Contents

1. About The Project
   • Built With
2. Getting Started
   • Dataset
   • Installation
3. Roadmap
4. Acknowledgements

About The Project

Inspired by many projects in https://thisxdoesnotexist.com, I have created a similar project that creates cover pages of books that do not exist. I have trained a GAN model which generates such images.

Built With

• Python
• Pytorch
• Jupyter Notebook

Getting Started

Dataset

• Book Covers Dataset
• Another Dataset (not used in this project)

Running the Code

Just running the jupyter notebook on colab will be sufficient.

Roadmap

• Generate images with higher resolution
• Hyperparameter Tuning
• Modify the model in such a way that the book title and author gets generated too.
• Deploy the model using Streamlit library.

Acknowledgements

• Deep Learning with Pytorch: Zero to GANs