sofgan vs pix2pixHD

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sofgan		pix2pixHD
	Project
2	Mentions	6
759	Stars	6,530
-	Growth	1.1%
0.0	Activity	0.0
7 months ago	Latest Commit	11 months ago
Python	Language	Python
GNU General Public License v3.0 or later	License	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.

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)
2 projects | /r/artificial | 4 Sep 2021

Code for https://arxiv.org/abs/2007.03780 found: https://github.com/apchenstu/sofgan

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?
1 project | /r/MLQuestions | 11 Aug 2022
NVIDIA DLSS Now Available in Over 150 Games, Including Dying Light 2 Stay Human, Sifu and Phantasy Star Online 2 New Genesis
1 project | /r/Games | 14 Feb 2022

Well, maybe not, considering things like pix2pix can generate detail from just solid shapes and colors.
Image to hand drawn
4 projects | /r/artificial | 4 Feb 2022

Sources: U2Net, ArtLine, Pix2PixHD, APDrawingGAN
[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
3 projects | /r/MachineLearning | 25 Sep 2021

Pix2PixHD (from DeepSIM)

3 projects | /r/MachineLearning | 25 Sep 2021

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!
How to access a class object when I use torch.nn.DataParallel()?
1 project | /r/pytorch | 12 Mar 2021

I used Pix2PixHD implementation in GitHub if you want to see the full code.

What are some alternatives?

When comparing sofgan and pix2pixHD you can also consider the following projects:

StyleFlow - StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)

pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch

DashcamCleaner - Censor identifiable information in videos, in particular dashcam recordings in Germany.

awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments

fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:

face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch

generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

StyleSwin - [CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

DeblurGANv2 - [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang