stylegan2-ada VS stylegan2-pytorch

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

stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation (by NVlabs)

stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement (by lucidrains)
Our great sponsors
  • Activeloop.ai - Optimize your datasets for ML
  • Scout APM - A developer's best friend. Try free for 14-days
  • Nanos - Run Linux Software Faster and Safer than Linux with Unikernels
stylegan2-ada stylegan2-pytorch
18 816
1,421 2,529
5.1% -
1.3 6.3
9 months ago about 2 months ago
Python Python
GNU General Public License v3.0 or later 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.

stylegan2-ada

Posts with mentions or reviews of stylegan2-ada. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-07-14.
  • AI will shape up the workflow of the future. Here's a simple implementation of NVidia's StyleGAN inside Blender!
    reddit.com/r/blender | 2021-09-13
    StyleGAN2-ADA is a neural network good at learning styles from images, you can give it a dataset and 'learn' its style into a file (a trained model). In this example, I load a model and given a random seed, generate a random texture which is applied to the object's material.
  • How do you generate those latent walk animations?
    I understand the concept you're describing, but I'm unsure how to implement it in practice. The documentation on Stylegan2's GitHub page doesn't mention anything on it I can see. https://github.com/NVlabs/stylegan2-ada
    You have to modify the code, it's line 60 in https://github.com/NVlabs/stylegan2-ada/blob/main/generate.py
  • [D] Do I need to apply spectral norm to my embedding matrix when training a conditional W-GAN?
  • Can I train a model on 100 images of homes and have it draw a couple "average" homes?
  • New 'The Sculpture 3'. 3d sculpting + neural network
    reddit.com/r/NFT | 2021-04-27
    no i dont.. but as for training - i just use default tf stylegan2-ada repo ( https://github.com/NVlabs/stylegan2-ada )
  • [R] EigenGAN: Layer-Wise Eigen-Learning for GANs
    You should check stylegan-2 ada, it works on colab and can be trained less than 12 hours tensorflow implementation
  • gamma
  • I have been making art with deep neural networks lately, and at some point one of them started outputting these cosmic creatures, so I thought I'd share.
    reddit.com/r/DMT | 2021-04-21
    This image looks awesome! And this process sounds really interesting, any more specific tips on where to get started? I studied Neuroscience, use Linux and Python for data analysis, but haven't done any image editing yet. I found the code https://github.com/NVlabs/stylegan2-ada but it seems like I need a GPU. Which I don't have, unless I use the servers at my university lol
  • An interpolation from an AI trained on liminal images
    with a process called ADA https://github.com/NVlabs/stylegan2-ada

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 2021-10-19.
  • Character Creation
    reddit.com/r/rpg | 2021-10-20
    There's also https://thispersondoesnotexist.com/ which might be useful.
  • I had an internship at a worker-owned company last summer. This is what messages from your employer should look like.
    reddit.com/r/antiwork | 2021-10-20
    Why does your HR guy have a profile pic from thispersondoesnotexist.com?
  • These are the best computer graphics as of right now. What do you think they will be like in 20 years?
    In the next decade, pixel density, frame rate, and our ability to model visual input will reach visual acuity, at which point we will not be able to differentiate between reality, a movie, and computer generated. This will include people; you just need to go to thispersondoesnotexist.com to see a 'person' in resolution that is pretty close, and that's already several years old.
  • Ich bin Experte für künstliche Intelligenz
    reddit.com/r/de_IAmA | 2021-10-19
    This person does not exist: https://thispersondoesnotexist.com/
  • No cheating
    reddit.com/r/HolUp | 2021-10-19
  • Cakeday Gold Challanges!
    reddit.com/r/GoForGold | 2021-10-19
    •Have a matching cakeday (5 available) •Find your lookalike on (thispersondoesnotexist)[https://thispersondoesnotexist.com/], with selfie included. •Gift someone else a gold with proof. •Guess my exact coin balance (mods, I'll verify). •Give a gift on a randomactsof sub (with proof). •Get to top weekly in an nsfw sub.
  • Dating apps are using Al to create fake photos for fake accounts in order to saturate their platforms and create the perception that their platforms are popular in order to make more money off the lonely and desperate.
  • Ask HN: What useful unknown website do you wish more people knew about?
    news.ycombinator.com | 2021-10-18
    This r/askreddit post has a good list of useful unknow websites:

    https://www.reddit.com/r/AskReddit/comments/q2viki/what_usef....

    A few from the list:

    1. https://thispersondoesnotexist.com/ (Imagined by a GAN

  • Fake news nas eleições
    reddit.com/r/brasil | 2021-10-17
  • Characters are awful for me!
    reddit.com/r/writers | 2021-10-17
    Characters for the modern world should be the easiest! Especially now since not only are there name generators online, but functions like "This person does not exist" which are photorealistic AI-generated people. If that's not enough to start with, I don't know what to tell you hehe.

What are some alternatives?

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

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

DeepFaceLab - DeepFaceLab is the leading software for creating deepfakes.

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

og-image - Open Graph Image as a Service - generate cards for Twitter, Facebook, Slack, etc

go-unsplash - Go Client for the Unsplash API

quickstart-android - Firebase Quickstart Samples for Android

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

stylegan2_pytorch - A Pytorch implementation of StyleGAN2

yanderifier - First-Order-Wrapper (formerly known as Yanderify) is a front-end tool for first-order-motion. It aims to make using first-order-motion face animation accessible to everyone, for education and entertainment.

gpt-2 - Code for the paper "Language Models are Unsupervised Multitask Learners"

waifu2x - Image Super-Resolution for Anime-Style Art