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Top 16 image-to-image-translation Open-Source Projects
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Few-Shot-Patch-Based-Training
The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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co-mod-gan
[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
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DeepSIM
Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
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OASIS
Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021) (by boschresearch)
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style-aware-discriminator
CVPR 2022 - Official PyTorch implementation of "A Style-Aware Discriminator for Controllable Image Translation"
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Faces2Anime
Faces2Anime: Cartoon Style Transfer in Faces using Generative Adversarial Networks. Masters Thesis 2021 @ NTUST.
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pix2pix
This project uses a conditional generative adversarial network (cGAN) named Pix2Pix for the Image to image translation task. (by TheTensorDude)
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SaaSHub
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Project mention: Any work on Style transfer using Stable Diffusion based on image-mask pairs similar to Pix2Pix | /r/StableDiffusion | 2023-08-29I have previously worked on retraining Pix2Pix GAN for image-to-image style transfer retrained with image-mask pairs. I expect Stable Diffusion to be better than Pix2Pix, but the problem sounds like something that should have been tackled already. I am familiar with text-based instructions for style transfer using SD (Instruct Pix2Pix), but retraining with image-mask pairs should provide better results. Does anyone know if anything that like exists already? Reference for Pix2Pix https://phillipi.github.io/pix2pix/
image-to-image-translation related posts
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[D] CycleGAN Diffusion equivalent
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[R] Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance + Diffusers and Gradio Demo
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Google has opensourced Prompt-to-Prompt
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How long until language model prompting?
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CycleDiffusion: Text-to-Image Diffusion Models Are Image-to-Image Editors via Inferring "Random Seed"
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[D] Best in style transfer for distributions?
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[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
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A note from our sponsor - InfluxDB
www.influxdata.com | 8 May 2024
Index
What are some of the best open-source image-to-image-translation projects? This list will help you:
Project | Stars | |
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1 | pix2pix | 9,859 |
2 | pix2pixHD | 6,532 |
3 | stargan-v2 | 3,418 |
4 | Diffusion-Models-Papers-Survey-Taxonomy | 2,683 |
5 | Few-Shot-Patch-Based-Training | 603 |
6 | LLVIP | 587 |
7 | cycle-diffusion | 518 |
8 | PITI | 471 |
9 | co-mod-gan | 431 |
10 | DeepSIM | 418 |
11 | OASIS | 317 |
12 | naver-webtoon-faces | 290 |
13 | style-aware-discriminator | 110 |
14 | Faces2Anime | 102 |
15 | pix2pix | 28 |
16 | Stacked_DMSHN_bokeh | 20 |
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