stylegan2-pytorch VS og-image

Compare stylegan2-pytorch vs og-image and see what are their differences.


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


Open Graph Image as a Service - generate cards for Twitter, Facebook, Slack, etc (by vercel)
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stylegan2-pytorch og-image
1924 19
3,408 3,977
- -
2.7 3.6
8 months ago about 2 months ago
Python TypeScript
MIT 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.


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 2023-03-09.


Posts with mentions or reviews of og-image. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-16.
  • Generate dynamic OG images with Next.js and vercel edge functions
    7 projects | | 16 Oct 2022
    Now here's the thing since these are part of the meta tags, and The image shown in the tags are ... well! images, making them dynamic is a bit tricky. generating images isn't a menial task that just every web server can do ... it's resource intensive, time-consuming and all the other nightmares. and making it part of your dynamic web app is another ball game altogether. So what's new? well, @vercel/og is, this library lets you build image content from HTML/React that too insanely fast, like really fast . and you can pair this with any edge network like AWS Lambda on the edge, Cloudflare workers, etc to make it even faster.
  • Show HN: Satori – Convert HTML and CSS to SVG in Milliseconds
    9 projects | | 10 Oct 2022
    Thanks! Not to discourage anyone from using Vercel services if they’re interested (y’all are doing great stuff on this and lots of other fronts), but! I’d be remiss if I didn’t point out the unpublished-but-MIT-licensed repo I could find.

    For anyone else who’s curious it looks like the pertinent source[1] can be self-hosted. I’m on mobile so I’m gonna limit my peering into the source, but it appears to wrap Chromium to do the PNG generation. Quite a bit different from my solution (which takes SVG-producing JSX and anything producing CSS, and renders to PNG with Sharp).

    I’m curious how much overhead using Chromium adds, and whether alternatives like Sharp were considered.


    9 projects | | 10 Oct 2022
  • How does github-readme-stats work?
    3 projects | | 11 Jul 2022
    It’s not embedding. When you paste that image url a serverless function running a headless browser requests say a next app which loads up a page based on the params in the url. Then we take a snapshot and image data is sent back as response to you hence the image appears. You can check out this: with NextJS and puppeteer
  • Dynamic Open Graph images with Next.js
    4 projects | | 10 Mar 2022
    But what if the content of the page is not visual at all, and no photo really suits the contents of the page? And what if we have a lot of these pages, with dynamically generated content? Luckily we are not limited to photography, we can use text! The prime example of this is how GitHub generates previews for issue URLs: they generate an image containing enough info such that users know what they will click on. These images are generated on-demand, as storing an image for every GitHub pull request or issue would be unfeasable. Another example is Vercel, which even open sourced their Open Graph Image as a Service that they occasionally use on blog posts or announcements.
  • Seamless Open Graph images generation library for Next.js
    2 projects | | 3 Oct 2021
    Hi, it is basically a embedded, better and easier (API-wise) version of
  • How do I change the image that Google shows for my website?
    2 projects | | 8 Sep 2021
    Vercel has a really good simple generator if you don’t want to spend time on graphic design:
  • What's Next(.js)? - Prologue
    4 projects | | 14 Aug 2021
    I ended up choosing Puppeteer and capture the web page, which is pretty far from what I initially wanted. Puppeteer needs more time and memory than I prefer. I can generate an image, download it, and then use it as a cover image. But, I want to create an API (with Next.js API routes) that functions as Open Graph Image as a Service. I later found out that Vercel already made this 🥲, still, I want to create my own.
  • Boring Avatars – react library to generate custom avatars
    6 projects | | 28 May 2021
    That sounds a great side project, since some developers might prefer a static svg dynamically created via url like[username here].

    There's some prior work on this: e.g. and

  • Automate Open Graph image creation
    3 projects | | 12 Apr 2021
    If you are a developer, you've probably seen the Open Graph images (part of Open Graph Protocol) generated by popular dev related websites like or even Vercel's Open Graph Image as a Service. Both examples are using an approach to render image related to the content, so it contains some standard layout background, an image in it that is related to the content (vercel's logo or author's avatar), headline or title of the article, and a description.

What are some alternatives?

When comparing stylegan2-pytorch and og-image you can also consider the following projects:

DeepFaceLab - DeepFaceLab is the leading software for creating deepfakes.

awesome-pretrained-stylegan2 - A collection of pre-trained StyleGAN 2 models to download

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

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

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

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

waifu2x - Image Super-Resolution for Anime-Style Art

first-order-model - This repository contains the source code for the paper First Order Motion Model for Image Animation

go-unsplash - Go Client for the Unsplash API

stylegan2 - StyleGAN2 - Official TensorFlow Implementation

next-api-og-image - :bowtie: Easy way to generate open-graph images dynamically in HTML or React using Next.js API Routes. Suitable for serverless environment.

GFPGAN - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.