975 Open source projects that are alternatives of or similar to GAN-Project-2018

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

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

DCGAN image generator 🖼️.

Interactive Image Generation via Generative Adversarial Networks

Invert the color of MNIST images with PyTorch

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

The Simplest DCGAN Implementation

Periodic Spatial Generative Adversarial Networks

Awesome Generative Adversarial Networks with tensorflow

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

Image-to-image translation with conditional adversarial nets

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

Semantic Image Inpainting

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

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

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

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

Page to PAGE Layout Analysis Tool

GANs Implementations in Keras

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

A PyTorch implementation for StyleGAN with full features.

Pytorch deep learning face frontalization model

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

🎎 InfoGAN: Interpretable Representation Learning

Focal Frequency Loss for Generative Models

Unsupervised anomaly detection with generative model, keras implementation

Generative Adversarial Networks and Autoencoders for 3D Shapes

A DCGAN to generate anime faces using custom mined dataset

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

A stable algorithm for GAN training

Code for GAN2Shape (ICLR2021 oral)

Collection of generative models in Pytorch version.

A collection of arbitrary text to image papers with code (constantly updating)

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)

On the "steerability" of generative adversarial networks

Image-to-Image Translation in PyTorch

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

Everything about Generative Adversarial Networks

Generative Adversarial Networks in TensorFlow 2.0

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

Implementation of Conditional Generative Adversarial Networks in PyTorch

Official pytorch implementation of the IrwGAN for unaligned image-to-image translation

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

Stochastic Adversarial Video Prediction