pix2pixHD
co-mod-gan
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pix2pixHD | co-mod-gan | |
---|---|---|
6 | 1 | |
6,521 | 431 | |
0.9% | - | |
0.0 | 1.8 | |
11 months ago | over 2 years ago | |
Python | Python | |
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.
co-mod-gan
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Paper explained - Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
[Full Explanation Post] [Arxiv] [Code]
What are some alternatives?
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
DeepCreamPy - Decensoring Hentai with Deep Neural Networks
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
Fast-SRGAN - A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
ContraD - Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)
edge-connect - EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
TFill - [CVPR 2022]: Bridging Global Context Interactions for High-Fidelity Image Completion