stylegan2

GAN image generator

Improves upon the state-of-the-art architecture for generating high-quality images using a GAN-based approach

StyleGAN2 - Official TensorFlow Implementation

GitHub

11k stars
371 watching
3k forks
Language: Python
last commit: 6 months ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
nvlabs/stylegan A deep learning framework implementing a generator architecture for generating images with controllable attributes and disentangled latent factors 14,152
tkarras/progressive_growing_of_gans A training methodology for generative adversarial networks to improve quality and stability 6,095
nvlabs/stylegan2-ada-pytorch An official PyTorch implementation of the StyleGAN2-ADA algorithm for generating images with a focus on stability and performance. 4,126
nvlabs/stylegan3 An implementation of a generative adversarial network architecture designed to improve image synthesis and video generation capabilities 6,438
postech-cvlab/pytorch-studiogan A comprehensive PyTorch library providing implementations of various Generative Adversarial Networks (GANs) for image generation and evaluation. 3,430
clovaai/stargan-v2 A Python implementation of an image-to-image translation model for generating diverse images across multiple domains. 3,500
pbaylies/stylegan2 Implementation of a generative adversarial network for generating images with conditional variations. 315
tachibanayoshino/animegan Generates anime-style images from real-world photos using a deep learning model. 4,494
junyanz/igan Interactive image generation using Generative Adversarial Networks to satisfy user edits in real-time 3,977
lengstrom/fast-style-transfer An implementation of fast style transfer using TensorFlow and neural networks to apply artistic styles to images and videos. 10,927
rosinality/stylegan2-pytorch An implementation of StyleGAN 2 in PyTorch for image generation and analysis. 2,741
hwalsuklee/tensorflow-generative-model-collections Provides a collection of TensorFlow implementations for various Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). 3,911
systemerrorwang/white-box-cartoonization An implementation of a deep learning-based facial cartoonization system using TensorFlow 3,958
tensorlayer/srgan Generative Adversarial Network based Single Image Super-Resolution 3,326
alexlenail/nn-svg A tool that generates publication-ready diagrams of neural network architectures using parametric methods and popular JavaScript libraries. 5,088