StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation

StyleSpace-pytorch

Implementation of StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation (https://arxiv.org/pdf/2011.12799.pdf) in PyTorch

This implementation is mostly relied on rosinality’s stylegan2-pytorch

Requirements

I have tested on:

Usage

For the index and channel, please check the paper (https://arxiv.org/pdf/2011.12799.pdf), e.g., (11_286), channel 286 of generator level 11.

FFHQ

• Firstly, you should download pretrained model from here and place the stylegan2-ffhq-config-f.pkl into pretrained folder.
• Open the notebook StyleSpace_FFHQ.ipynb

Car

LSUN

GitHub

https://github.com/xrenaa/StyleSpace-pytorch