6652 Open source projects that are alternatives of or similar to Generative Adversarial Networks

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

Discovering Interpretable GAN Controls [NeurIPS 2020]

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

GAN in Tensorflow to be run via Linux command line

由淺入深的深度學習資源 Collection of deep learning materials for everyone

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Spectral Normalization for Keras Dense and Convolution Layers

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Solve captcha without manually labeling a training set

DCGAN image generator 🖼️.

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

Material for the tutorial: "Deep Diving into GANs: from theory to production"

The implementation of Relativistic average GAN with Keras

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

Projecting images to latent space with StyleGAN2.

Privacy-preserving generative deep neural networks support clinical data sharing

A stable algorithm for GAN training

Synthetic Data Generation for tabular, relational and time series data.

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

On the "steerability" of generative adversarial networks

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Generate text boxes from input words with a GAN.

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

An extremely simple generative adversarial network, built with TensorFlow

Invert the color of MNIST images with PyTorch

Applied Deep Learning (2019 Spring) @ NTU

Keras implementation of 3D Generative Adversarial Network.

Generate Cartoon Images using Generative Adversarial Network

[TIP2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

Translations of TensorFlow documentation

Tutorial on GANs

The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

How to train a Tensorflow face object detection model

Примеры для курса "Программирование глубоких нейронных сетей на Python"

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

pytorch 包教不包会

A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).

Create Anime Characters with MakeGirlsMoe

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

The Simplest DCGAN Implementation

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Tutorials for TensorFlow APIs the official documentation doesn't cover

Code for deep generative prior (ECCV2020 oral)

PyTorch code for "PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer" (CVPR 2020 Oral)

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

[CVPR2020] Adversarial Latent Autoencoders

A modern PyTorch implementation of SRGAN

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

This repository contains a new generative model of chatbot based on seq2seq modeling.

Predict chessboard FEN layouts from images using TensorFlow

Little More Advanced TensorFlow Implementations

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

How to use TensorLayer

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.