Face-Super-Resolution-Through-Wasserstein-GANs

Paper implementation in Pytorch

Paper Link - https://arxiv.org/pdf/1705.02438.pdf

Author's Code - https://github.com/MandyZChen/srez {TensorFlow }

Docker Build:

You can build the docker image using the following command

cd Dockerfiles
docker build -t WGAN_resolution:latest .

Training

for the generating new celeb images add the following command in main.py

from genrator import WGAN_GP

for the face resolution part add the following command in main.py from Face_Resolution_model import WGAN_GP

and then run this command on

python main.py

Results:

Resolution images:

Image Generation: