This repository is a Keras implementation of Deblur GAN. You can find a tutorial on how it works on Medium.

virtualenv venv -p python3
. venv/bin/activate
pip install -r requirements.txt

Get the GOPRO dataset, and extract it in the deblur-gan directory. The directory name should be GOPRO_Large.

Use:

python organize_gopro_dataset.py --dir_in=GOPRO_Large --dir_out=images

python train.py --n_images=512 --batch_size=16

Use python train.py --help for all options

python test.py

Use python test.py --help for all options

python deblur_image.py --image_path=path/to/image