64 Open source projects that are alternatives of or similar to awesome-GAN-papers

Research Framework for easy and efficient training of GANs based on Pytorch

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN

Learning Chinese Character style with conditional GAN

An implementation of DiscoGAN in tensorflow

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

Generator loss to reduce mode-collapse and to improve the generated samples quality.

[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

Deep Learning in Haskell

Invert the color of MNIST images with PyTorch

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

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond

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

[CVPR 2019] "Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Generative Adversarial Networks (GANs) resources sorted by citations

[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

CVPR 2019: "Pluralistic Image Completion"

SteganoGAN is a tool for creating steganographic images using adversarial training.

Collection of generative models in Tensorflow

PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)

Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks

Periodic Spatial Generative Adversarial Networks

Pytorch implementation of Generated Image Quality Assessment

Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17

Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

tensorflow2.x implementations of Generative Adversarial Networks.

Pytorch implementation of pix2pix for various datasets.

DGMs for NLP. A roadmap.

Code to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"

CFG-GAN: Composite functional gradient learning of generative adversarial models

Keras implementations of Generative Adversarial Networks.

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

PyTorch implementation of CycleGAN

GAN model using PyTorch

[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

Speech Enhancement Generative Adversarial Network in TensorFlow

No description or website provided.

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

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

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

A high-level framework for advanced deep learning with TensorFlow

Generative Adversarial Transformers

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

Implementation of Papers on Adversarial Examples

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper

Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.

Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model"

This is a pix2pix demo that learns from edge and translates this into view. A interactive application is also provided that translates edge to view.

Semi-supervised Learning GAN

Guided Conditional Wasserstein GAN for De Novo Protein Design

A PyTorch implementation of alpha-GAN

Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'