pytorch-pretrained-BigGAN vs pix2pixHD

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pytorch-pretrained-BigGAN		pix2pixHD
	Project
2	Mentions	6
1,004	Stars	6,515
0.0%	Growth	0.8%
0.0	Activity	0.0
about 3 years ago	Latest Commit	11 months ago
Python	Language	Python
MIT License	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.

pytorch-pretrained-BigGAN

Posts with mentions or reviews of pytorch-pretrained-BigGAN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-18.

[D] Pre-trained weights for GANs online?
2 projects | /r/MachineLearning | 18 May 2023

To my surprise, there don't seem to be many GAN weights available for download. Worse yet, many that are available (e.g., https://github.com/huggingface/pytorch-pretrained-BigGAN ) only come with pre-trained generator weights, not discriminator weights. But I need both.
GAN based images
1 project | /r/MediaSynthesis | 13 Nov 2021

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 pytorch-pretrained-BigGAN and pix2pixHD you can also consider the following projects:

HyperGAN - Composable GAN framework with api and user interface

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

ALAE - [CVPR2020] Adversarial Latent Autoencoders

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

sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling

Anime2Sketch - A sketch extractor for anime/illustration.

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

dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

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

BigGAN-PyTorch - The author's officially unofficial PyTorch BigGAN implementation.

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