Deep Draken

Deep Draken aims to provide a framework for developing Deep Learning Models in Image Domain. It currently supports Pytorch and have implementations for image generation algorithems like:

• GAN
• CGAN
• WGAN
• WGANGP

Installation

1. Basic Installation

You can install DeepDraken's latest release by using pip. The command is as follows:

    pip3 install deepdraken

The experimental features have tensorflow dependencies and needs to be installed seperately.

pip install tensorflow>=2.0.0
pip install tensorflow-hub==0.12.0

2. Installation from Source

If you plan to be using more advanced features that currently not available in the python library, you need to install a DeepDraken from github. The following command will install the latest version of DeepDraken from the main branch.

git clone https://github.com/DevavratSinghBisht/deepdraken.git
pip install --upgrade pip
cd deepdraken
pip install ./

3. Learn More

You can find out more about our PyPi package on our PyPi page.

Tutorials

Tutorials will be added soon.