SandroGAN

This repository is aimed to making a DCGAN model that can generate paintings in the style of the great Sandro Botticelli.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

TODOS

• [generator.py] figure out how to make the generator produce sharp images

Prerequisites

Install all the packages listed in the requirements file.

conda install --yes --file requirements.txt

Train the GAN

After installing all the dependencies run main.py to start training.

python main.py

Results

So far the results are not too impressive. Looks like the GAN is fond of abstract painting.

Built With

• Pytorch - The deep learning framework used
• Conda - Package Management

Contributing

Just going to redirect you to this great contributing.md cuz im lazy.

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.

Authors

• Samin Yasar

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

• Huge thanks to the writers of the DCGAN paper.