[D] What is current SOTA in Image to Image Translation?

• awesome-image-translation

  2 1,110 5.3

  A collection of awesome resources image-to-image translation.

  Here are basically most of the papers gathered: https://github.com/weihaox/awesome-image-translation.

• PyTorch-GAN

  7 15,665 0.0 Python

  PyTorch implementations of Generative Adversarial Networks.

  I also happen to know of a old (but it checks out) mass-port-to-pytorch github: https://github.com/eriklindernoren/PyTorch-GAN . That one is handy for more seeing what kind of models are out there, but they're probably not SOTA.

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• contrastive-unpaired-translation

  6 2,096 2.1 Python

  Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

  For unpaired image-to-image translation, the SOTA is probably Contrastive Unpaired Translation, which is developed by the same group that developed CycleGAN and is kind of the successor algorithm.

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