SinGAN implementation with NNabla

Reproduction of "SinGAN: Learning a Generative Model from a Single Natural Image" with NNabla.

Paper

https://arxiv.org/abs/1905.01164

Original implementation

https://github.com/tamarott/SinGAN

install

$ pip install -r requirements.txt

If you use GPU, see here.

train

$ python main.py --image-path <path-to-image> --gpu

sample image

zebra

real	generated

lightning

real	generated