BicycleGAN
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junyanz
Toward Multimodal Image-to-Image Translation
When I define the option "--netD" or "-netD2" as 'basic_128' or 'basic_256', the function "define_D" should use the parameter "nl_layer", but it report an error. The condition judge part of...
Hello, the training uses shoe sketches of different thicknesses (half each), and it is found that the diversity of the generated images is reduced. Do you have any suggestions to...
Hi Juyanz, How are you !hope all is fine . I want to train this algo on different images ,I was thinking how to train them on self images ,...
I change the load_size and crop_size to 512 in train_facades.sh, and get error. I want to train on large image size, how to do that? ``` Traceback (most recent call...
> Note that the encoder **E** here is producing a point estimate for z', whereas the encoder in the previous section was predicting a Gaussian distribution. I could not clearly...
I get similar-ish results when using the same discriminator for both cVAE-GAN and cLR-GAN. Is this a happy coincidence and a strike of luck? Is there some theoretical backing for...
code from line 112, models/bicycle_gan_model.py `self.fake_B_random = self.netG(self.real_A_encoded, self.z_random) ` Why do we generate the fake_B_random using real_A_encoded instead of real_A_random? I know that it does not really matter since...
As introduced in the paper, we want the Encoder to recover the latent vector from the output image in the cLR-GAN (Conditional Latent Regressor GAN). But we only update parameters...
Hi! I'd like to reproduce the metric reporting, specially LPIPS and VGG-16 mentioned in the paper but can't see it in the repo, are the metrics implementation available anywhere? thanks!
https://github.com/junyanz/BicycleGAN/blob/master/scripts/test_before_push.py BicycleGAN$ python ./scripts/test_before_push.pybash ` ./datasets/download_cyclegan_dataset.sh mini_pix2pix bash: ./datasets/download_cyclegan_dataset.sh: No such file or directory`