pix2pixHD
StyleSwin
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pix2pixHD | StyleSwin | |
---|---|---|
6 | 1 | |
6,515 | 462 | |
0.8% | 1.3% | |
0.0 | 0.0 | |
11 months ago | about 1 year ago | |
Python | Python | |
GNU General Public License v3.0 or later | MIT License |
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pix2pixHD
- How do I run more than 200 epochs in training a Pix2PixHD model?
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NVIDIA DLSS Now Available in Over 150 Games, Including Dying Light 2 Stay Human, Sifu and Phantasy Star Online 2 New Genesis
Well, maybe not, considering things like pix2pix can generate detail from just solid shapes and colors.
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Image to hand drawn
Sources: U2Net, ArtLine, Pix2PixHD, APDrawingGAN
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[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
Pix2PixHD (from DeepSIM)
Uses a mix of instance segmentation (BiSeNet) and conditional GAN, and is heavily inspired by the Pix2PixHD and DeepSIM papers. Will have more details when I wake up!
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How to access a class object when I use torch.nn.DataParallel()?
I used Pix2PixHD implementation in GitHub if you want to see the full code.
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?
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
Anime2Sketch - A sketch extractor for anime/illustration.
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
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”.
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
TFill - [CVPR 2022]: Bridging Global Context Interactions for High-Fidelity Image Completion
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)