Skip to content

Face Super-resolution Using Stochastic Differential Equations

Notifications You must be signed in to change notification settings

marcelowds/sr-sde

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

7 Commits
 
 
 
 

Repository files navigation

Paper Title

Prepare conda environment

conda create -n srsde python=3.8.2

Install requirements

pip3 install -r requirements.txt

Also install jax+cuda

pip install --upgrade jax==0.2.8 jaxlib==0.1.59+cuda110 -f https://storage.googleapis.com/jax-releases/jax_releases.html

Activate conda environment

conda activate srsde

Train the models

python3 main.py --config 'configs/ve/sr_ve.py' --mode 'train' --workdir VESDE

To generate Super-Resolution images, without training, download the pre-trained model in url and put on ./VESDE/checkpoits and run

python3 main.py --config 'configs/ve/sr_ve.py' --mode 'sr' --workdir VESDE

About

Face Super-resolution Using Stochastic Differential Equations

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published