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Wasserstein GAN for generating street view house numbers.

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wgan-svhn

Wasserstein GAN for generating street view house numbers.

Requirements:

numpy >= 1.17.4
scipy >= 1.3.3
torch >= 1.31
torchvision >= 0.42
pillow >= 4.1.1

Instructions:

mkdir -p gan_data/model gan_data/samples
python wgan.py

Model is trained for 100 epochs with final model at gan_data/model/wgan.pt, with samples generated per epoch in gan_data/samples.

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Wasserstein GAN for generating street view house numbers.

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