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Top 572 gan open source projects

Improved Training of Wasserstein GANs for Text Generation

✭ 20

python machine-learning deep-learning text-generation gan

Keras-ACGAN-CIFAR10

No description or website provided.

✭ 47

python keras gan acgan

PyTorch Impl. of Prediction Optimizer (to stabilize GAN training)

✭ 31

python shell optimizer pytorch gan dcgan stabilizing-adversarial-nets prediction-methods pytorch-impl

pix2pix.pytorch

A pytorch implementation of "Image-to-Image Translation with Conditional Adversarial Networks"

✭ 34

python pytorch generative-adversarial-network gan pix2pix

pytorch-GaitGAN

GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial Networks

✭ 45

python gan gait gait-analysis

CycleGAN-Models

Models generated by CycleGAN

✭ 42

machine-learning computer-vision deep-learning neural-network gan image-generation cyclegan

Color restoration of underwater images with UGAN, implemented with PyTorch.

✭ 26

python pytorch gan underwater-images color-restoration

IPCGANs-Pytorch

An implementation of《Face Aging with Identity-Preserved Conditional Generative Adversarial Networks》

✭ 69

A collection of AWESOME things about GAN

✭ 42

deep-learning generative-adversarial-network gan image-translation

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

✭ 133

python neural-network cnn pytorch generative-adversarial-network gan tensorboard faceapp cycle-gan face-aging pytorch-lightning realtime-face-aging

📦 A Chainer implementation of 3D Generative Adversarial Network.

✭ 25

python deep-learning chainer generative-adversarial-network gan arxiv 3d

ConvolutionaNeuralNetworksToEnhanceCodedSpeech

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…

✭ 25

python keras cnn generative-adversarial-network gan post-processing mfcc speech-processing wasserstein-gan speech-enhancement speech-reconstruction 1d-convolution

moon-board-climbing

Using Neural Networks to generate new rock climbs for the moon board

✭ 45

python HTML javascript CSS machine-learning neural-network keras lstm generative-adversarial-network gan rock-climbing moon-board

No description or website provided.

✭ 55

python machine-learning xml generative-adversarial-network gan generative-art gans

anime biggan toy

Generate Amazing Anime Pictures With BigGAN. Just Have Fun !!!

✭ 140

Jupyter Notebook python deep-learning anime gan biggan

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

✭ 438

Jupyter Notebook python computer-vision deep-learning cnn gan object-detection image-fusion image-to-image-translation low-light-image visible-infrared iccv2021 low-light-vision

pytorch-pix2pix

a fork of pytorch-pix2pix

✭ 22

python deep-learning pytorch gan

Pytorch-Basic-GANs

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

✭ 101

python pytorch gan dcgan wgan cgan wgan-gp

Generate new images with Generative Adversarial Network and Tensorflow.

✭ 18

python machine-learning deep-learning tensorflow gan wgan

arshamg-scrnaseq-wgan

Wasserstein Generative Adversarial Network for analysing scRNAseq data

✭ 33

python r deep-learning tensorflow generative-adversarial-network gan single-cell-rna-seq

CVPR 2022 HFGI: High-Fidelity GAN Inversion for Image Attribute Editing

✭ 384

Jupyter Notebook python Cuda computer-vision deep-learning pytorch image-editing gan image-manipulation video-editing gan-inversion

Official implementation of "Content-Consistent Generation of Realistic Eyes with Style", ICCW 2019

✭ 26

python shell deep-learning gan image-synthesis iccv2019

Playing with MNIST. Machine Learning. Generative Models.

✭ 23

python generative-adversarial-network gan mnist infogan pca vae ebgan autoencoders tsne wgan lsgan began wgan-gp acgan conditonal-gan

SeqGAN but with more bells and whistles

✭ 25

python shell deep-reinforcement-learning pytorch gan seqgan

ReshapeGAN: Object Reshaping by Providing A Single Reference Image

✭ 40

python gan image-to-image reshaping

[ICLR 2021 Spotlight] A Good Image Generator Is What You Need for High-Resolution Video Synthesis

✭ 224

python Cuda shell C++deep-learning gan image-generation video-generation

This project uses a conditional generative adversarial network (cGAN) named Pix2Pix for the Image to image translation task.

✭ 28

Jupyter Notebook python computer-vision deep-learning tensorflow gan cyclegan image-to-image-translation conditional-gan pix2pix-tensorflow

Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields

✭ 60

python shell generative-adversarial-network gan turbulence super-resolution fluid-dynamics

[TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling

✭ 715

python Jupyter Notebook Cuda C++gan faces 3drendering

Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)

✭ 113

python generative-adversarial-network gan self-driving-car pedestrian prediction-model info-gan trajectory-prediction social-robots crowd-simulation social-navigation human-trajectory-prediction pedestrian-trajectories social-gan social-ways trajectory-forecasting

Photo to illustration converter

✭ 79

python chainer gan

Implementation of cartoon GAN [Chen et al., CVPR18] with pytorch

✭ 55

Jupyter Notebook python Makefile ai deep-learning pytorch artificial-intelligence generative-adversarial-network gan neural-networks convolutional-neural-network cartoongan real-to-cartoon-translation

541-572 of 572 gan projects