pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs (by NVIDIA)
sofgan
[TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling (by apchenstu)
| pix2pixHD | sofgan | |
|---|---|---|
| 6 | 2 | |
| 6,792 | 772 | |
| 0.2% | 0.0% | |
| 2.2 | 0.0 | |
| 8 months ago | over 1 year ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pix2pixHD
Posts with mentions or reviews of pix2pixHD.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-02-04.
- 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.
sofgan
Posts with mentions or reviews of sofgan.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-04.
-
AI Researchers From ShanghaiTech and UC San Diego Introduce SofGAN: A Portrait Image Generator with Dynamic Styling (Paper and Codes included)
Code for https://arxiv.org/abs/2007.03780 found: https://github.com/apchenstu/sofgan
What are some alternatives?
When comparing pix2pixHD and sofgan you can also consider the following projects:
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
DashcamCleaner - Censor identifiable information in videos, in particular dashcam recordings in Germany.
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
StyleFlow - StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
GANonymization - A GAN-based Face Anonymization Framework for Preserving Emotional Expressions