s-chh / Pytorch-CycleGAN-Digits

Unofficial Pytorch implementation of CycleGAN for MNIST, USPS, SVHN, MNIST-M, and SyntheticDigits datasets.

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Pytorch-CycleGAN-Digits

Unofficial Pytorch implementation of CycleGAN for MNIST, USPS, SVHN, MNIST-M and SyntheticDigits datasets.


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

MNIST ⟷ SVHN

MNIST ⟶ SVHN SVHN ⟶ MNIST
MNIST_SVHN. SVHN_MNIST

MNIST ⟷ MNIST-M

MNIST ⟶ MNIST-M MNIST-M ⟶ MNIST
MNIST_MNISTM. MNISTM_MNIST

MNIST ⟷ USPS

MNIST ⟶ USPS USPS ⟶ MNIST
MNIST_USPS. MNISTM_MNIST

SyDigits ⟷ SVHN

SyDigits ⟶ SVHN SVHN ⟶ SyDigits
SyDigits_SVHN. SVHN_SyDigits

About

Unofficial Pytorch implementation of CycleGAN for MNIST, USPS, SVHN, MNIST-M, and SyntheticDigits datasets.


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Language:Python 100.0%