This repo is a personal project to perform style transfer between images. The goal was to create HD stylized images.

The images size can be at least 1024 x 1024 pixels.

As you see in the results I successfully created acceptable stylized HD images using the GPU of Google Colab. 🎉

Here are some results of my project:

Content Image	Style Image	Result Image

The file style_transfer.ipynb will perform the style transfert algorithm for a combination of given images and parameters.

The steps for the setup are explained in the file.

The script style_transfer.py will generate one set of stylized images for one combination of content/style images and parameters

python style_transfer.py

The content and style images must be in a content and style folders or content.zip and style.zip files at the root of the project

The parameters can be changed by creating and editing the files:

• style_transfer_options.json
• style_transfer_parameters.json
• style_transfer_parameters_list.json

It will create a results folder with the stylized images in it.

To apply the style transfer on several images, run the command

python style_transfer.py

as many times as you need