Styler

Applies style transfer on a video. It supports segmented style transfer, meaning only the foreground or background of the video are styled.

Example Usage:

python3 styler.py --video videos/video.mp4 --style_model models/mosaic.pth

Requirements

• ffmpeg
• Anaconda

Installation

To install, simply run install.sh. If the script fails to create a conda environment create one as follows:

1. conda env create -f environment.yaml
2. conda activate styler

Segmentation

Segmentation is done by CDCL Human Part Segmentation. Styler merely feeds the video frames into the segmentation library and uses its output to style the foreground or background.

TODO:

• Flow-based styling might yield more interesting videos.