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Unpaired img2img translation using Cycle-consistent Adversarial Networks

Loss Function

  • Using l1 loss for cycle loss and adv loss for gen and wgan-gp loss for disc.

Architecture Networks

  • Same Architectures as in the CycleGAN paper.

Tensorboard

result

Result

After 10k steps.

Name Valid A Valid B A to B B to A
CycleGAN Generated Image Generated Image Generated Image Generated Image

To-Do