progressive_growing_of_gans

GAN training method

A training methodology for generative adversarial networks to improve quality and stability

Progressive Growing of GANs for Improved Quality, Stability, and Variation

GitHub

6k stars
270 watching
1k forks
Language: Python
last commit: almost 3 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
nvlabs/stylegan2-ada-pytorch An official PyTorch implementation of the StyleGAN2-ADA algorithm for generating images with a focus on stability and performance. 4,144
nvlabs/stylegan2 Improves upon the state-of-the-art architecture for generating high-quality images using a GAN-based approach 11,010
postech-cvlab/pytorch-studiogan A comprehensive PyTorch library providing implementations of various Generative Adversarial Networks (GANs) for image generation and evaluation. 3,439
nvlabs/stylegan A deep learning framework implementing a generator architecture for generating images with controllable attributes and disentangled latent factors 14,178
soumith/ganhacks A collection of strategies and techniques to improve the stability and performance of Generative Adversarial Networks (GANs) for generating high-quality images. 11,473
junyanz/igan Interactive image generation using Generative Adversarial Networks to satisfy user edits in real-time 3,979
clovaai/stargan-v2 A Python implementation of an image-to-image translation model for generating diverse images across multiple domains. 3,513
hwalsuklee/tensorflow-generative-model-collections Provides a collection of TensorFlow implementations for various Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). 3,915
idealo/image-super-resolution A project providing tools and frameworks for improving the quality of low-resolution images through deep learning-based techniques. 4,674
nvlabs/stylegan3 An implementation of a generative adversarial network architecture designed to improve image synthesis and video generation capabilities 6,478
karoly-hars/gan_image_colorizing This project explores image colorization using generative adversarial networks on the CIFAR10 dataset. 11
eriklindernoren/pytorch-gan A collection of PyTorch implementations of Generative Adversarial Networks for image synthesis and other applications. 16,570
tensorlayer/srgan Generative Adversarial Network based Single Image Super-Resolution 3,342
eriklindernoren/keras-gan An implementation of Generative Adversarial Networks (GANs) using the Keras deep learning framework. 9,194
akanimax/pro_gan_pytorch Implementation of a deep learning model for generating high-quality images with improved stability and variation. 538