ACGAN implementation with Chainer.
My implementation supports only for CIFAR-10. The architecture is different from the listed architecture of the original paper.
The following generated image is at the 50000 iteration.
Python and main packages version are as follows:
- Chainer 4.4.0
- CuPy 4.4.1
- PIL 5.2.0
Just run the main script.
python train_main.py
- Augustus Odena, Christopher Olah, Jonathon Shlens; Conditional Image Synthesis with Auxiliary Classifier GANs . Proceedings of the 34th International Conference on Machine Learning, PMLR 70:2642-2651, 2017.
- https://github.com/gitlimlab/ACGAN-PyTorch
- https://github.com/Aixile/chainer-gan-experiments
- https://github.com/TuXiaokang/chainer-acgan