Skip to content
Branch: master
Find file History
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
..
Failed to load latest commit information.
README.md
__init__.py
demo_srgan.py
download_dataset.py
images.png
pred.png
train_srgan.py

README.md

Reproducing SRGAN experiments

images

Download DIV2K dataset

python download_dataset.py --file DIV2K_train_HR

Train SRGAN

python train_srgan.py --dataroot ./DIV2K_train_HR

Monitoring loss values and images during training

pip install mxboard
tensorboard --logdir=./logs --host=127.0.0.1 --port=8888

Details about mxboard is in mxboard

images

Test SRGAN

python demo_sr_gan.py --images ./ --pretrained ./samples/netG_epoch_20000.params --gpu_id -1

References

"Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network "

You can’t perform that action at this time.