Awsome-GAN-Training

GAN resource guide

A curated collection of resources and techniques for training Generative Adversarial Networks (GANs) with various architectures, normalization methods, and regularization strategies.

A curated list of resources related to training of GANs

GitHub

27 stars
3 watching
4 forks
last commit: about 4 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
nashory/gans-collection.torch A collection of Torch implementations for training various types of Generative Adversarial Networks (GANs) 55
mit-han-lab/data-efficient-gans Improves GAN training efficiency by incorporating data augmentation 1,283
hanzhanggit/stackgan-v2 Software framework for training and evaluating generative models of images and text based on adversarial networks 843
tensorflow/gan Provides tools and utilities for training and evaluating Generative Adversarial Networks (GANs) in TensorFlow 937
caogang/wgan-gp An implementation of an improved training algorithm for generative adversarial networks (GANs), specifically designed to stabilize the training process using a gradient penalty term. 1,510
zcemycl/matlab-gan A collection of MATLAB implementations for Generative Adversarial Networks (GANs) and related deep learning techniques 186
dmitryulyanov/age This repository provides code for training Generative Adversarial Networks (GANs) for various image datasets, including face generation. 285
subeeshvasu/awsome_deep_geometry_learning A curated list of resources and papers on deep learning solutions for processing 3D shapes 341
mailmahee/pytorch-generative-adversarial-networks An implementation of Generative Adversarial Networks in PyTorch for generating realistic data from a given distribution. 32
tolstikhin/adagan An implementation of an algorithm to train mixtures of Generative Adversarial Networks (GANs) for generative modeling tasks 76
ahmedfgad/neuralgenetic Trains artificial neural networks using the genetic algorithm to optimize regression or classification tasks 241
stormraiser/gan-weight-norm Improves the performance of Generative Adversarial Networks by normalizing weights and batch data 181
carpedm20/discogan-pytorch A PyTorch implementation of a Generative Adversarial Network (GAN) for discovering cross-domain relations. 1,084
subeeshvasu/awsome_delineation A curated list of resources and papers on 3D and 2D delineation techniques for image processing and computer vision applications. 22
tensorlayer/dcgan A deep learning implementation of a generative adversarial network for generating images from text descriptions. 339