gan

GAN toolset

Provides tools and utilities for training and evaluating Generative Adversarial Networks (GANs) in TensorFlow

Tooling for GANs in TensorFlow

GitHub

937 stars
46 watching
249 forks
Language: Jupyter Notebook
last commit: 4 months ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
tensorlayer/dcgan A deep learning implementation of a generative adversarial network for generating images from text descriptions. 339
tensorflow/gnn Builds Graph Neural Networks on the TensorFlow platform using heterogeneous graphs and various machine learning techniques. 1,362
burness/tensorflow-101 An end-to-end deep learning project demonstrating various TensorFlow techniques and applications in image classification, GANs, text classification, and more. 1,113
mit-han-lab/data-efficient-gans Improves GAN training efficiency by incorporating data augmentation 1,283
zcemycl/matlab-gan A collection of MATLAB implementations for Generative Adversarial Networks (GANs) and related deep learning techniques 186
csailvision/gandissect Visualizes and understands internal representations of generative adversarial networks (GANs) to analyze their behavior and improve performance. 1,770
google/tensornetwork A library for easy and efficient manipulation of tensor networks. 1,819
nashory/gans-collection.torch A collection of Torch implementations for training various types of Generative Adversarial Networks (GANs) 55
saic-mdal/hidt A software framework implementing a generative adversarial network (GAN) model for image generation and manipulation 4
hanzhanggit/stackgan-v2 Software framework for training and evaluating generative models of images and text based on adversarial networks 843
subeeshvasu/awsome-gan-training A curated collection of resources and techniques for training Generative Adversarial Networks (GANs) with various architectures, normalization methods, and regularization strategies. 27
trevor-m/tensorflow-srgan An implementation of a generative adversarial network (GAN) used to improve image quality through super-resolution 39
taehoonlee/tensornets A collection of pre-trained neural network models with simple interfaces for easy integration into machine learning workflows. 1,004
tensorflow/haskell Haskell bindings for a popular machine learning framework, allowing developers to build and deploy neural networks in the Haskell programming language. 1,582
pbaylies/stylegan2 Implementation of a generative adversarial network for generating images with conditional variations. 315