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GAN-ChinesePainting

DCGAN

Files in the models folder are models that trained in 3000 epochs (The training ratio of generator to discriminator is 5:1).

WGAN-GP

Hyperparameter c_lambda need to be tuned, according to the critic's loss

High Resolution

Image size: 256 * 256
add one more conv2D: 3 -> 64 -> 128 -> 256 -> 512 -> 1024

CycleGAN

Photo2ChinesePainting

python test.py --dataroot datasets/<dataset_name>/ --cuda

This command will take the images under the dataroot/test directory and run test in all images in the folder. Output image will be saved in output directory.

python test_solo.py --cuda

This command will let user enter the Chinese Painting and Photo image path, and run test on single image. Output image will be saved in output_solo directory.

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