contrastive-unpaired-translation
StyleSwin
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| contrastive-unpaired-translation | StyleSwin | |
|---|---|---|
| 6 | 1 | |
| 2,096 | 462 | |
| - | 1.3% | |
| 2.1 | 0.0 | |
| 8 months ago | about 1 year ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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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
StyleSwin
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[R][P] StyleSwin: Transformer-based GAN for High-resolution Image Generation + Hugging Face Gradio Demo
github: https://github.com/microsoft/StyleSwin
What are some alternatives?
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
pytorch-AdaIN - Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
vrn - :man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
Anime2Sketch - A sketch extractor for anime/illustration.
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.
ArtGAN - ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.
PyTorch-GAN - PyTorch implementations of Generative Adversarial Networks.
TFill - [CVPR 2022]: Bridging Global Context Interactions for High-Fidelity Image Completion