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