CycleGAN's Other Failure Mode: Perfect Scores, No Translation
TL;DR: CycleGANs are notoriously known for being unstable — mode collapse is expected. While I was exploring that, I faced another type of degenerate solution, where the translated image ≈ original image — caused due to the strictness of cycle loss consistency. The reason, I believed, was the low resolution...
May 241