An Adversarial Framework for (non-) Parametric Image Stylization
Fully Adversarial Mosaics (FAMOS)
Pytorch implementation of the paper “Copy the Old or Paint Anew? An Adversarial Framework for (non-) Parametric Image Stylization” available at http://arxiv.org/abs/1811.09236.
This code allows to generate image stylisation using an adversarial approach combining parametric and non-parametric elements. Tested to work on Ubuntu 16.04, Pytorch 0.4, Python 3.6. Nvidia GPU p100. It is recommended to have a GPU with 12, 16GB, or more of VRAM.
Parameters
Our method has many possible settings. You can specify them with command-line parameters. The options parser that defines these parameters is in the config.py file and the options are parsed there.
You are free to explore them and discover the functionality of FAMOS, which can cover a very broad range of image stylization settings.
There are 5 groups