Keras-GAN

GAN frameworks

This repository provides pre-trained implementations of Generative Adversarial Networks (GANs) using the Keras deep learning framework.

Keras implementations of Generative Adversarial Networks.

GitHub

9k stars
275 watching
3k forks
Language: Python
last commit: almost 2 years ago
Linked from 2 awesome lists

deep-learninggangenerative-adversarial-networkskerasneural-networks

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
eriklindernoren/pytorch-gan PyTorch implementations of Generative Adversarial Networks for image synthesis 16,453
postech-cvlab/pytorch-studiogan A comprehensive PyTorch library providing implementations of various Generative Adversarial Networks (GANs) for image generation and evaluation. 3,430
tkarras/progressive_growing_of_gans A training methodology for generative adversarial networks to improve quality and stability 6,099
mailmahee/pytorch-generative-adversarial-networks An implementation of Generative Adversarial Networks in PyTorch for generating realistic data from a given distribution. 32
keras-rl/keras-rl An implementation of state-of-the-art deep reinforcement learning algorithms in Python. 5,527
soumith/ganhacks A collection of strategies and techniques to improve the stability and performance of Generative Adversarial Networks (GANs) for generating high-quality images. 11,458
hwalsuklee/tensorflow-generative-model-collections Provides a collection of TensorFlow implementations for various Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). 3,911
karoly-hars/gan_image_colorizing This project explores image colorization using generative adversarial networks on the CIFAR10 dataset. 11
nvlabs/stylegan2-ada-pytorch An official PyTorch implementation of the StyleGAN2-ADA algorithm for generating images with a focus on stability and performance. 4,132
transcranial/keras-js An open source JavaScript library that allows running Keras models in the browser with GPU support using WebGL. 4,963
leriomaggio/deep-learning-keras-tensorflow A comprehensive tutorial on building and training deep neural networks using Keras and TensorFlow 2,948
wiseodd/generative-models A collection of software frameworks and implementations for training generative models using GANs, VAEs, RBMs, and other techniques. 7,335
junyanz/igan Interactive image generation using Generative Adversarial Networks to satisfy user edits in real-time 3,977
carpedm20/discogan-pytorch A PyTorch implementation of a Generative Adversarial Network (GAN) for discovering cross-domain relations. 1,084
paddlepaddle/paddlegan A comprehensive library for building and training generative adversarial networks (GANs) and other deep learning models. 7,902