vision-aided-gan vs anycost-gan

vision-aided-gan

Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral) (by nupurkmr9)

#Computer Vision #computer-graphics #Pytorch #generative-adversarial-network #Gans #pretrained-models #image-generation

cs.cmu.edu

anycost-gan

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing (by mit-han-lab)

#Computer Vision #Deep Learning #computer-graphics #generative-adversarial-network #Gan #image-generation #image-manipulation #Image Editing #Gans #Pytorch #Stylegan2

Source Code

hanlab.mit.edu

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vision-aided-gan		anycost-gan
	Project
3	Mentions	1
356	Stars	741
-	Growth	0.3%
2.2	Activity	0.0
9 months ago	Latest Commit	11 months ago
Python	Language	Python
MIT License	License	MIT License

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.

vision-aided-gan

Posts with mentions or reviews of vision-aided-gan. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-16.

[D] Is the GAN architecture currently old-fashioned?
3 projects | /r/MachineLearning | 16 Oct 2022

If you are looking for more traditional noise -> xxx GANs, go for https://github.com/autonomousvision/projected_gan/. Another recent work is https://github.com/nupurkmr9/vision-aided-gan.

anycost-gan

Posts with mentions or reviews of anycost-gan. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning anycost-gan yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing vision-aided-gan and anycost-gan you can also consider the following projects:

lightweight-gan - Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

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

PaddleGAN - PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

Anime-face-generation-DCGAN-webapp - A port of my Anime face generation using Pytorch into a Webapp

DeepSIM - Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

stylegan-waifu-generator - Generate your waifu with styleGAN, stylegan老婆生成器

the-gan-zoo - A list of all named GANs!

alias-free-gan-pytorch - Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) 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

GIMP-ML - AI for GNU Image Manipulation Program

stylegan2-pytorch - Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

anycost-gan vs lightweight-gan

anycost-gan vs pytorch-CycleGAN-and-pix2pix

anycost-gan vs PaddleGAN

anycost-gan vs Anime-face-generation-DCGAN-webapp

anycost-gan vs DeepSIM