pix2pixHD
ArtLine
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| pix2pixHD | ArtLine | |
|---|---|---|
| 6 | 12 | |
| 6,515 | 3,531 | |
| 0.8% | - | |
| 0.0 | 1.4 | |
| 11 months ago | about 1 year ago | |
| Python | Jupyter Notebook | |
| 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.
ArtLine
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[P] ControlNet + ArtLine, Transform portrait styles with written instructions. GitHub Link in comments
GitHub Link: https://github.com/vijishmadhavan/ArtLine
- Is there a AI that is able to turn normal pictures in that kind of pictures or that I am able to plott them with my pen-plotter?
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Image to hand drawn
Sources: U2Net, ArtLine, Pix2PixHD, APDrawingGAN
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Help me find software which is able to edit images automatically so that I can trace/plot them. Is there software similar to his one below?
I found one quite quickly, it's even free!
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A Fun project to turn Portrait Pictures to Illustration. GitHub Link in comments.
Two models has been combined to bring the cartoonized effect, one is ArtLine https://github.com/vijishmadhavan/ArtLine and another one is Toon-Me
- Try AI generated Sketch, Input your photo
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[D] ArtLine - transforms any Image into Sketch/Line Art with this AI model
ArtLine GitHub
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What's the best way to get a sketch-like outline of your photo?
The source photo looks much better than I expected, maybe you can try this, even though it's designed for portraits it might give you good results (but I think you want to make the background a solid color for best results).
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AI generated Sketch, for more pics check GitHub link in comments.
GitHub link: https://github.com/vijishmadhavan/ArtLine
- ArtLine, Create Amazing Line Art Portraits. GitHub link in comments.
What are some alternatives?
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
DeOldify - A Deep Learning based project for colorizing and restoring old images (and video!)
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
Deep-Learning-In-Production - Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
Toon-Me - A Deep Learning project to Toon Portrait Images
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
S2ML-Generators - Multiple notebooks which allow the use of various machine learning methods to generate or modify multimedia content
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
APDrawingGAN - Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)