SRGAN

Implementation of SRGAN and SRResNet as defined in Ledig et. al

SRResNet Results

Dataset	PSNR (Ours)	SSIM (Ours)	PSNR (Reported)	SSIM (Reported)
Set5	30.598	.889	32.05	.902
Set14	27.228	.780	28.49	.818
BSD100	26.191	.735	27.58	.762
Urban100	24.683	.780	N/A	N/A

Dataset	PSNR (Ours)	SSIM (Ours)	PSNR (Reported)	SSIM (Reported)
Set5	28.650	.800	29.40	.847
Set14	25.719	.681	26.02	.740
BSD100	24.722	.620	25.15	.669
Urban100	23.259	.668	N/A	N/A

Pytorch
Torchvision
Recommended: CUDA 8
Optional: Datasets (small ones included, e.g., BSD100 and Set14, ImageNet not provided)

Name		Name	Last commit message	Last commit date
Latest commit History 65 Commits
BSD100_SR		BSD100_SR
Set14		Set14
Set5		Set5
Urban100_SR		Urban100_SR
srgan_out		srgan_out
srresnet_out		srresnet_out
.gitignore		.gitignore
LICENSE.txt		LICENSE.txt
README.md		README.md
data.py		data.py
helpers.py		helpers.py
models.py		models.py
options.py		options.py
srgan_evaluate.py		srgan_evaluate.py
srgan_train.py		srgan_train.py
srresnet_evaluate.py		srresnet_evaluate.py
srresnet_train.py		srresnet_train.py