@@ -106,7 +106,7 @@ ACGAN first output without improvements (CGAN with multilabel):
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@@ -106,7 +106,7 @@ ACGAN first output without improvements (CGAN with multilabel):
| :heavy_check_mark: | Discriminator learns too fast | Use more class labels to make training harder (called ACGAN) | Slower convergence of the discriminator | No stable equilibrium |
| :heavy_check_mark: | Discriminator learns too fast | Use more class labels to make training harder (called ACGAN) | Slower convergence of the discriminator | No stable equilibrium |
| :heavy_check_mark: | Generator not able to produce alike images | Increase the parameter size of the UNet | Noteable faster convergence of the generator | No stable equilibrium |
| :heavy_check_mark: | Generator not able to produce alike images | Increase the parameter size of the UNet | Noteable faster convergence of the generator | No stable equilibrium |
| :heavy_check_mark: | Discriminator fooled by wrong images | Implement lager discriminator with ResNet-18 adaption | Noteable faster convergence of the discriminator | No stable equilibrium |
| :heavy_check_mark: | Discriminator fooled by wrong images | Implement lager discriminator with ResNet-18 adaption | Noteable faster convergence of the discriminator | No stable equilibrium |
| :heavy_multiplication_x: | BCE Loss not favored with GANs | Using L2-Loss | Installable loss but longer convergence | No stable equilibrium |
| :heavy_multiplication_x: | BCE Loss not favored with GANs | Using L2-Loss | Unstable loss but longer convergence | No stable equilibrium |
