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fri-2021-masters-kindb-stylegan2-projector's Introduction

Projecting KinDB to the StyleGAN2 latent space

Requirements

Steps

  • Clone this repository
$ git clone https://github.com/matjazmav/fri-2021-masters-kindb-stylegan2-projector.git
$ cd fri-2021-masters-kindb-stylegan2-projector/
$ git submodule update --init
  • Build StyleGAN2 Docker image
$ tools/stylegan2-build.sh
  • Create Conda env
$ conda env create -f conda-env.yml
  • Set Google Drive credentials in file creds.json
  • Download KinDB dataset from Google Drive
$ mkdir .cache
$ python gdrive.py download 1o_uH84Jk1GbEi0qHkIq2upNc8lZ6f6ex .cache/kindb.zip
$ unzip .cache/kindb.zip -d .cache/kindb
  • Set .env file
# This configs can be used to split processing between multiple computers
REMINDER=0
MOD=1
  • Run projector
$ nohup python projector.py &
$ echo $! > nohup.pid

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