425 Open source projects that are alternatives of or similar to wgan-gp

Code for GAN2Shape (ICLR2021 oral)

Repository for implementation of generative models with Tensorflow 1.x

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

Image-to-Image Translation in PyTorch

Focal Frequency Loss for Generative Models

코딩셰프의 3분 딥러닝, 케라스맛

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

A DCGAN that generate Cat pictures 🐱‍💻

Unofficial PyTorch implementation of "Progressive Growing of GANs for Improved Quality, Stability, and Variation".

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

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

No description or website provided.

ECCV 2018 "T2Net: Synthetic-to-Realistic Translation for Depth Estimation Tasks"

(CVPR 2019 Oral) Style Transfer with Geometric Deformation

An implementation of Pix2Pix in Tensorflow for use with frames from films

In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the cepstral domain to enhance the coded speech without any modification of the codecs. The time domain approach follows an end-to-end fashion, while the cepstral domain approach uses analysis-synthesis with cepstral d…

ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

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

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

Pytorch deep learning face frontalization model

Adversarial Generation of Handwritten Text Images

Image Deblurring using Generative Adversarial Networks

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

Simple Pytorch implementations of most used Generative Adversarial Network (GAN) varieties.

Unsupervised anomaly detection with generative model, keras implementation

Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image"

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

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

🎎 InfoGAN: Interpretable Representation Learning

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)

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

Pytorch code for our ICLR 2017 paper "Layered-Recursive GAN for image generation"

Torch implementation of Wasserstein GAN https://arxiv.org/abs/1701.07875

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

( ECCV2018 ) Macro-Micro Adversarial Network for Human Parsing

Unsupervised Image-to-Image Translation

Stochastic Adversarial Video Prediction

Semantic Image Inpainting

人像卡通化探索项目 (photo-to-cartoon translation project)

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

A minimal tensorflow implementation of pix2pix (Image-to-Image Translation with Conditional Adversarial Nets - https://phillipi.github.io/pix2pix/).

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

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

Human Video Generation Paper List

Everything about Generative Adversarial Networks

Deep fake ready to train on any 2 pair dataset with higher resolution

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

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

This project is an unofficial implementation of AlphaGAN: Generative adversarial networks for natural image matting published at the BMVC 2018

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

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

Generative Adversarial Network for MNIST with tensorflow

implement infoGAN using pytorch

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

Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018

A stable algorithm for GAN training