pix2pixHD
CycleGAN
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pix2pixHD | CycleGAN | |
---|---|---|
6 | 2 | |
6,521 | 12,132 | |
0.9% | - | |
0.0 | 2.5 | |
11 months ago | 8 months ago | |
Python | Lua | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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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.
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
What are some alternatives?
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
pix2pix - Image-to-image translation with conditional adversarial nets
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
Deep-Exemplar-based-Video-Colorization - The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
faceswap-GAN - A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing