vision-aided-gan
contrastive-unpaired-translation
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| vision-aided-gan | contrastive-unpaired-translation | |
|---|---|---|
| 3 | 6 | |
| 365 | 2,102 | |
| - | - | |
| 0.0 | 2.1 | |
| over 1 year ago | 8 months ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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vision-aided-gan
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[D] Is the GAN architecture currently old-fashioned?
If you are looking for more traditional noise -> xxx GANs, go for https://github.com/autonomousvision/projected_gan/. Another recent work is https://github.com/nupurkmr9/vision-aided-gan.
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🟢🌿 Power Up your GameStop Wallet with the Ability to Create New Marijuana Strains - GAN Interactive NFT - 7410 Available 🟢🌿
Interactive GAN NFT trained with a vision-guided StyleGAN2 using this repo. Every nug/strain generation is unique and you can also create interpolations (takes around 2 minutes to render) between two nugs/strains. If you would like to help me distribute these please specify whether you would like 50, 100, 250, or 500! Thank you so much!
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In The Latest AI Research, CMU And Adobe Researchers Propose An Elegant Emsembling Mechanism For GAN Training That Improves FID by 1.5x to 2x On The Given Dataset
Github: https://github.com/nupurkmr9/vision-aided-gan
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?
Anime2Sketch - A sketch extractor for anime/illustration.
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
const_layout - Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)
CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
pytorch-AdaIN - Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
projected-gan - [NeurIPS'21] Projected GANs Converge Faster
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.
StyleSwin - [CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation
PyTorch-GAN - PyTorch implementations of Generative Adversarial Networks.