APDrawingGAN
pix2pixHD
APDrawingGAN | pix2pixHD | |
---|---|---|
1 | 6 | |
773 | 6,530 | |
- | 0.5% | |
0.0 | 0.0 | |
almost 2 years ago | 11 months ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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APDrawingGAN
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Image to hand drawn
Hi, I'm looking for more projects that will turn an image into a "hand drawn" image. These are the ones I've found so far. They are all based on the same dataset from APDrawingGAN. This is a scaled down image. The originals were generated at 1200px width (512 for APDrawGAN)
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?
ArtLine - A Deep Learning based project for creating line art portraits.
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
MobileStyleGAN.pytorch - An official implementation of MobileStyleGAN in PyTorch
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
HR-VITON - Official PyTorch implementation for the paper High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions (ECCV 2022).
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
concept-ablation - Ablating Concepts in Text-to-Image Diffusion Models (ICCV 2023)
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
fourier_feature_nets - Supplemental learning materials for "Fourier Feature Networks and Neural Volume Rendering"
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)