SRGANs : Spectral Regularization for Combating Mode Collapse in GANs

-Kanglin Liu, Wenming Tang, Fei Zhou, Guoping Qiu. Spectral Regularization for Combating Mode Collapse in GANs. ICCV2019. [SRGANs]

The implementation is Based on SNGANs https://github.com/pfnet-research/sngan_projection,
The setup and example code in this README are for training SRGANs on 4 GPUs.

Setup

chainer==3.3.0

tensorflow-gpu==1.2.0

numpy==1.11.1

cython==0.27.2

cupy==2.0.0

scipy==0.19.0

pillow==4.3.0

pyyaml==3.12

h5py==2.7.1

python source/inception/download.py --outfile=datasets/inception_model

python train.py

Name		Name	Last commit message	Last commit date
Latest commit History 43 Commits
Images		Images
configs		configs
datasets		datasets
dis_models		dis_models
evaluations		evaluations
gen_models		gen_models
source		source
.gitattributes		.gitattributes
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
__init__.py		__init__.py
evaluation.py		evaluation.py
train.py		train.py
updater.py		updater.py