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Top 9 Python image-to-image-translation Projects
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gan-compression
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
One elegant approach for this I’ve found is this https://github.com/mit-han-lab/gan-compression They basically train an “all in one” network from which you can extract small or large models afterwards (with optional additional finetuning to improve the selected channel size combinations)
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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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style-aware-discriminator
CVPR 2022 - Official PyTorch implementation of "A Style-Aware Discriminator for Controllable Image Translation"
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python image-to-image-translation discussion
Python 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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[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
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[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
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Index
What are some of the best open-source image-to-image-translation projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | pix2pixHD | 6,738 |
| 2 | stargan-v2 | 3,525 |
| 3 | gan-compression | 1,109 |
| 4 | cycle-diffusion | 587 |
| 5 | PITI | 498 |
| 6 | co-mod-gan | 451 |
| 7 | DeepSIM | 422 |
| 8 | style-aware-discriminator | 114 |
| 9 | Stacked_DMSHN_bokeh | 24 |
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