style-aware-discriminator
pix2pixHD
style-aware-discriminator | pix2pixHD | |
---|---|---|
3 | 6 | |
110 | 6,539 | |
- | 0.6% | |
3.4 | 0.0 | |
22 days ago | 12 months ago | |
Python | Python | |
MIT License | GNU General Public License v3.0 or later |
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style-aware-discriminator
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[R] Fully unsupervised multi-domain image-to-image translation
Paper: https://arxiv.org/abs/2203.15375
- [R]
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.
What are some alternatives?
gangealing - Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
joliGEN - Generative AI Image Toolset with GANs and Diffusion for Real-World Applications
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
Stacked_DMSHN_bokeh - Official Repository for our CVPRW (MAI'21) paper.
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
StyleSwin - [CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation
Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision