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Pytorch-WGAN

Pytorch implementation of WGAN using DCGAN architecture for generating 64x64 images.

LSUN Dataset

To download LSUN dataset follow the steps at https://github.com/fyu/lsun


Change the DB variable to change the dataset.

For using the saved model to generate images, set LOAD_MODEL to True and EPOCHS to 0.

Generated Samples

LSUN-Bedroom

LSUN-Church

CelebA