Realization

• Vanilla GAN

• Cycle GAN

• Patch Discriminator

Vanilla GAN

Padding Formula

With and without data aug

With data aug

Without data aug

Vanilla GAN + Patch Discriminator

Instead of a scalar output, I delete the last layer, and change the structure, the result is shown below, the result isn't ideal Then I tried another structure, as shown below

Pokemon

Training Process

Cycle GAN

Training Process