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