stylegan2-pytorch VS awesome-pretrained-stylegan2

Compare stylegan2-pytorch vs awesome-pretrained-stylegan2 and see what are their differences.

stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement (by lucidrains)

awesome-pretrained-stylegan2

A collection of pre-trained StyleGAN 2 models to download (by justinpinkney)
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stylegan2-pytorch awesome-pretrained-stylegan2
1,990 7
3,657 1,247
- -
2.7 1.8
about 1 month ago almost 2 years ago
Python Python
MIT License -
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stylegan2-pytorch

Posts with mentions or reviews of stylegan2-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-06.

awesome-pretrained-stylegan2

Posts with mentions or reviews of awesome-pretrained-stylegan2. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-03.
  • List of sites/programs/projects that use OpenAI's CLIP neural network for steering image/video creation to match a text description
    8 projects | /r/u_Wiskkey | 3 Apr 2022
    Many of the items on the first list below are Google Colaboratory ("Colab") notebooks, which run in a web browser; for more info, see the Google Colab FAQ. Some Colab notebooks create output files in the remote computer's file system; these files can be accessed by clicking the Files icon in the left part of the Colab window. For the BigGAN image generators on the first list that allow the initial class (i.e. type of object) to be specified, here is a list of the 1,000 BigGAN classes. For the StyleGAN image generators on the first list that allow the specification of the StyleGAN2 .pkl file, here is a list of them.
  • [TRYPOPHOBIA WARNING]: Lucid Sonic Nightmares.
    1 project | /r/generative | 23 Mar 2022
    There are so many ways to work with AI art, the best way if you don't know any code or AI library is to use a collab paper, i used sonic lucid dream which is a video generator based on Stylegan 2 in which i used a pretrained stylegan model called Trypohobia and a song from some wierd album i digged, a full list of pretrained models can be found here, i setup my own from their github repo, but you can use this collab paper to try it yourself using google's GPUs, minimal knowledge about python and GAN theory, that's an hour read max.Have fun !
  • Quick and Easy GAN Domain Adaptation explained: Sketch Your Own GAN by Sheng-Yu Wang et al. 5 minute summary
    1 project | /r/deeplearning | 14 Aug 2021
    Hi! That's the point, you actually don't need an entire dataset. Just a pretrained generator and a few sketches of the poses that you want to generate! For example, you can take any model from https://github.com/justinpinkney/awesome-pretrained-stylegan2 sketch a couple of target images and apply the "Sketch Your Own GAN" method. If you have any more questions, I'll try to answer them.
  • Pre-trained StyleGAN2 model
    2 projects | /r/learnmachinelearning | 27 Jul 2021
    For some more good pretrained StyleGAN2 weights: https://github.com/justinpinkney/awesome-pretrained-stylegan2 (unfortunately some of the download links are dead though)
  • Synthetic Pink Floyd
    1 project | /r/MediaSynthesis | 22 Mar 2021
    I suspect it was WikiArt from justinpinkey's StyleGAN2 collection.
  • [P] Stylegan on ~5k images
    4 projects | /r/MachineLearning | 18 Jan 2021
    I found this page after a quick google search https://github.com/justinpinkney/awesome-pretrained-stylegan2 but if this one doesn't work there are others. You can also just use StyleGan (v1) and have great results, I'm not sure that the v2 is much better.
  • How to make a pretrained StyleGan model?
    2 projects | /r/tensorflow | 26 Dec 2020
    like these models: https://github.com/justinpinkney/awesome-pretrained-stylegan2

What are some alternatives?

When comparing stylegan2-pytorch and awesome-pretrained-stylegan2 you can also consider the following projects:

DeepFaceLab - DeepFaceLab is the leading software for creating deepfakes.

stylegan2-ada - StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

VQGAN-CLIP - Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

stylegan2 - StyleGAN2 - Official TensorFlow Implementation

dl-colab-notebooks - Try out deep learning models online on Google Colab

mediapipe - Cross-platform, customizable ML solutions for live and streaming media.

stylegan - StyleGAN - Official TensorFlow Implementation

dalle-mini - DALL·E Mini - Generate images from a text prompt

ml-art-colabs - A list of Machine Learning Art Colabs

waifu2x - Image Super-Resolution for Anime-Style Art

Awesome-Text-to-Image - (ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.