CycleGAN
contrastive-unpaired-translation
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| CycleGAN | contrastive-unpaired-translation | |
|---|---|---|
| 2 | 6 | |
| 12,132 | 2,102 | |
| - | - | |
| 2.5 | 2.1 | |
| 8 months ago | 8 months ago | |
| Lua | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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CycleGAN
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good computer vision or deep learning projects in github
CycleGAN (GitHub: https://github.com/junyanz/CycleGAN) is a deep learning-based image-to-image translation approach without paired examples, implemented in PyTorch.
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AI will take over all the jobs
It's image translation, check this out https://github.com/junyanz/CycleGAN
contrastive-unpaired-translation
- Help me with my GANS project
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[D] What is current SOTA in Image to Image Translation?
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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[P] Can't finish my master's thesis. What to do?
Here is link number 1 - Previous text "CUT"
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[D] What are techniques for few shot domain adaptation?
Code for https://arxiv.org/abs/2007.15651 found: https://github.com/taesungp/contrastive-unpaired-translation
- [D] What's the successor to pix2pixHD
What are some alternatives?
pix2pix - Image-to-image translation with conditional adversarial nets
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
Deep-Exemplar-based-Video-Colorization - The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".
pytorch-AdaIN - Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
vrn - :man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
mmagic - OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
faceswap-GAN - A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
PyTorch-GAN - PyTorch implementations of Generative Adversarial Networks.
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing