72 Open source projects that are alternatives of or similar to GAN-keras

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

Generative Adversarial Transformers

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

Keras implementations of Generative Adversarial Networks.

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

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

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

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

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

Pytorch implementation of Generated Image Quality Assessment

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"

Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)

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

PyTorch implementation of CycleGAN

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves result…

Speech Enhancement Generative Adversarial Network in TensorFlow

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

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

Open solution to the Cdiscount’s Image Classification Challenge

Implementation of Papers on Adversarial Examples

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

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

DGMs for NLP. A roadmap.

CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"

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

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

papers and codes about GAN

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

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

Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349

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

Learning Chinese Character style with conditional GAN

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

A high-level framework for advanced deep learning with TensorFlow

Generative Adversarial Networks (GANs) resources sorted by citations

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

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

A PyTorch implementation of alpha-GAN

CVPR 2019: "Pluralistic Image Completion"

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

[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

GAN model using PyTorch

Collection of generative models in Tensorflow

Periodic Spatial Generative Adversarial Networks

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

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

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

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

Invert the color of MNIST images with PyTorch

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

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

Deep Learning in Haskell

GAN in Tensorflow to be run via Linux command line

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 !

An implementation of DiscoGAN in tensorflow

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

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

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

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

Pytorch implementation of pix2pix for various datasets.