pix2pixHD
generative-inpainting-pytorch
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| pix2pixHD | generative-inpainting-pytorch | |
|---|---|---|
| 6 | 1 | |
| 6,515 | 449 | |
| 0.8% | - | |
| 0.0 | 1.8 | |
| 11 months ago | about 3 years 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.
generative-inpainting-pytorch
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How to turn a generator into a classifier?
I'm looking into this code: https://github.com/daa233/generative-inpainting-pytorch/blob/master/model/networks.py How can I turn the generator into a classifier?
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
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
co-mod-gan - [ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
ALAE - [CVPR2020] Adversarial Latent Autoencoders
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Bringing-Old-Photos-Back-to-Life - Bringing Old Photo Back to Life (CVPR 2020 oral)
CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
PEN-Net-for-Inpainting - [CVPR'2019] PEN-Net: Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting