Topics / #image-to-image-translation

Image-to-image-translation projects on GitHub

Paired image-to-image translation with GANs, e.g. pix2pix style domain transfer.

As of , the most-starred Image-to-image-translation projects on GitHub are ComfyUI (138.6K stars), pytorch-CycleGAN-and-pix2pix (25.3K stars) and PyTorch-GAN (17.5K stars). GitHub.Locker tracks 6 Image-to-image-translation repositories with 220.6K stars combined. The fastest-growing on October 18 was ComfyUI, with +835 stars in a day.

6Projects
220.6KStars in total
+835Stars in a day
Browse in the catalog →github.com/topics/image-to-image-translation ↗

Hot right now

Most stars gained in a day · Oct 18

+835

ComfyUI

Comfy-Org/ComfyUI · ★ 138.6K

ComfyUI is a node-based graph interface for building and running diffusion model workflows: image, video, 3D, and audio generation, editing, and more, all without writing code.

The all-time top

6 projects · by stars

  1. #1 · Comfy-Org/ComfyUI

    ComfyUI

    ComfyUI is a node-based graph interface for building and running diffusion model workflows: image, video, 3D, and audio generation, editing, and more, all without writing code.

    138.6K
  2. #2 · junyanz/pytorch-CycleGAN-and-pix2pix

    pytorch-CycleGAN-and-pix2pix

    Open-source PyTorch implementations of two classic image-to-image translation models: CycleGAN and pix2pix. They turn images from one domain into another, like horses into zebras or building label maps into photos.

    25.3K
  3. #3 · eriklindernoren/PyTorch-GAN

    PyTorch-GAN

    It is a collection of PyTorch implementations of GAN varieties from research papers: 32 models ranging from the original GAN and DCGAN to CycleGAN, StarGAN and WGAN-GP.

    17.5K
  1. 4

    Bringing-Old-Photos-Back-to-Life

    15.7Kmicrosoft/Bringing-Old-Photos-Back-to-Life · Python

    It's an AI old-photo restoration tool from Microsoft Research and City University of Hong Kong: deep learning models that remove scratches, fix global degradation and enhance faces in damaged photos. It's the official PyTorch implementation of a CVPR 2020 oral paper, later extended in TPAMI 2022.

  2. 5

    CycleGAN

    12.9Kjunyanz/CycleGAN · Lua

    CycleGAN is the original Torch implementation of 'Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks', letting you turn horses into zebras, apply painting styles like Monet or Van Gogh to photos, and perform similar image translations without needing paired before/after training images.

  3. 6

    pix2pix

    10.7Kphillipi/pix2pix · Lua

    This is the original Torch/Lua implementation accompanying the pix2pix paper (CVPR 2017), which learns to translate images from one style into another — e.g. label maps to photos, or sketches to shoes — using a conditional GAN.

Often tagged together