Generative adversarial networks 101Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Stars: ✭ 138 (+31.43%)
GenevaCode 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"
Stars: ✭ 71 (-32.38%)
DpedSoftware and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
Stars: ✭ 1,315 (+1152.38%)
Deblur GanKeras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
Stars: ✭ 483 (+360%)
Pose2poseThis 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 !
Stars: ✭ 182 (+73.33%)
CycleganPyTorch implementation of CycleGAN
Stars: ✭ 38 (-63.81%)
GdwctOfficial PyTorch implementation of GDWCT (CVPR 2019, oral)
Stars: ✭ 122 (+16.19%)
Enlightengan[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
Stars: ✭ 434 (+313.33%)
SeganSpeech Enhancement Generative Adversarial Network in TensorFlow
Stars: ✭ 661 (+529.52%)
Pytorch Pix2pixPytorch implementation of pix2pix for various datasets.
Stars: ✭ 74 (-29.52%)
PsganPeriodic Spatial Generative Adversarial Networks
Stars: ✭ 108 (+2.86%)
Mimicry[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Stars: ✭ 458 (+336.19%)
GAN-Project-2018GAN in Tensorflow to be run via Linux command line
Stars: ✭ 21 (-80%)
Csmri RefinementCode for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"
Stars: ✭ 21 (-80%)
Keras GanKeras implementations of Generative Adversarial Networks.
Stars: ✭ 8,494 (+7989.52%)
AshpyTensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.
Stars: ✭ 82 (-21.9%)
Inr GanAdversarial Generation of Continuous Images [CVPR 2021]
Stars: ✭ 81 (-22.86%)
SpecganSpecGAN - generate audio with adversarial training
Stars: ✭ 92 (-12.38%)
Pytorch BookPyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)
Stars: ✭ 9,546 (+8991.43%)
Cycle Gan TfReimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.
Stars: ✭ 74 (-29.52%)
SeganA PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"
Stars: ✭ 82 (-21.9%)
Unified Gan TensorflowA Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.
Stars: ✭ 93 (-11.43%)
Lggan[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
Stars: ✭ 97 (-7.62%)
Pedestrian Synthesis GanPedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
Stars: ✭ 73 (-30.48%)
Sprint ganPrivacy-preserving generative deep neural networks support clinical data sharing
Stars: ✭ 92 (-12.38%)
ArteditingModeling Artistic Workflows for Image Generation and Editing (ECCV 2020)
Stars: ✭ 75 (-28.57%)
GiqaPytorch implementation of Generated Image Quality Assessment
Stars: ✭ 100 (-4.76%)
Gan VisVisualization of GAN training process
Stars: ✭ 74 (-29.52%)
TaganAn official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
Stars: ✭ 97 (-7.62%)
ImagedeblurringA Keras implementation of image deblurring based on ICCV 2017 paper "Deep Generative Filter for motion deblurring"
Stars: ✭ 72 (-31.43%)
Pytorch FidCompute FID scores with PyTorch.
Stars: ✭ 1,175 (+1019.05%)
Lsd SegLearning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
Stars: ✭ 99 (-5.71%)
CaloganGenerative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
Stars: ✭ 87 (-17.14%)
ManMultinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)
Stars: ✭ 72 (-31.43%)
Dcgan TensorflowA Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.
Stars: ✭ 70 (-33.33%)
ColorizerAdd colors to black and white images with neural networks (GANs).
Stars: ✭ 69 (-34.29%)
Sequentialdata GanTensorflow Implementation of GAN modeling for sequential data
Stars: ✭ 69 (-34.29%)
Doppelganger[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Stars: ✭ 97 (-7.62%)
Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Stars: ✭ 1,276 (+1115.24%)
TorchganResearch Framework for easy and efficient training of GANs based on Pytorch
Stars: ✭ 1,156 (+1000.95%)
Pacgan[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks
Stars: ✭ 67 (-36.19%)
Pix2pixImage-to-image translation with conditional adversarial nets
Stars: ✭ 8,765 (+8247.62%)
ExprganFacial Expression Editing with Controllable Expression Intensity
Stars: ✭ 98 (-6.67%)
GanspaceDiscovering Interpretable GAN Controls [NeurIPS 2020]
Stars: ✭ 1,224 (+1065.71%)