stylegan-encoderStyleGAN Encoder - converts real images to latent space
Stars: ✭ 694 (+3204.76%)
vaeganAn implementation of VAEGAN (variational autoencoder + generative adversarial network).
Stars: ✭ 88 (+319.05%)
WGAN-GP-tensorflowTensorflow Implementation of Paper "Improved Training of Wasserstein GANs"
Stars: ✭ 23 (+9.52%)
Awesome-GAN-Resources🤖A list of resources to help anyone getting started with GANs 🤖
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ganA 1D toy example of optimizing a generative model using the WGAN-GP model.
Stars: ✭ 21 (+0%)
SimpleSynthTeensy synth made simple.
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pytorch-ardaA PyTorch implementation for Adversarial Representation Learning for Domain Adaptation
Stars: ✭ 49 (+133.33%)
Easter-Bootcamp-2018Designed to take you from zero experience to GANs within a week.
Stars: ✭ 24 (+14.29%)
Deep-Learning-CourseraProjects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Stars: ✭ 123 (+485.71%)
DeepEchoSynthetic Data Generation for mixed-type, multivariate time series.
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StyleGANCppUnofficial implementation of StyleGAN's generator
Stars: ✭ 25 (+19.05%)
gzsl-odOut-of-Distribution Detection for Generalized Zero-Shot Action Recognition
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csganTask-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)
Stars: ✭ 25 (+19.05%)
BPPNet-Back-Projected-Pyramid-NetworkThis is the official GitHub repository for ECCV 2020 Workshop paper "Single image dehazing for a variety of haze scenarios using back projected pyramid network"
Stars: ✭ 35 (+66.67%)
tganThe implementation of Temporal Generative Adversarial Nets with Singular Value Clipping
Stars: ✭ 70 (+233.33%)
DiscoGAN-TFTensorflow Implementation of DiscoGAN
Stars: ✭ 57 (+171.43%)
DCGAN-PytorchA Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"
Stars: ✭ 23 (+9.52%)
SeqGAN-PyTorchImplementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch
Stars: ✭ 40 (+90.48%)
DeepSIMOfficial PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
Stars: ✭ 389 (+1752.38%)
tiny-pix2pixRedesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture
Stars: ✭ 21 (+0%)
gan deeplearning4jAutomatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.
Stars: ✭ 19 (-9.52%)
BicycleGAN-pytorchPytorch implementation of BicycleGAN with implementation details
Stars: ✭ 99 (+371.43%)
Sketch2Color-anime-translationGiven a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.
Stars: ✭ 90 (+328.57%)
ArtGANTensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "
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AdvSegLossOfficial Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]
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alda-cljA Clojure library for live-coding music with Alda
Stars: ✭ 54 (+157.14%)
multitask-CycleGANPytorch implementation of multitask CycleGAN with auxiliary classification loss
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TF2-GAN🐳 GAN implemented as Tensorflow 2.X
Stars: ✭ 61 (+190.48%)
tfjs-ganSimple GAN example using tensorflow JS core
Stars: ✭ 56 (+166.67%)
CharacterGANCharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)
Stars: ✭ 172 (+719.05%)
PESROfficial code (Pytorch) for paper Perception-Enhanced Single Image Super-Resolution via Relativistic Generative Networks
Stars: ✭ 28 (+33.33%)
hum2songHum2Song: Multi-track Polyphonic Music Generation from Voice Melody Transcription with Neural Networks
Stars: ✭ 61 (+190.48%)
melodyoflifeMelody of Life is a step sequencer using cellular automata
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CWRCode and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.
Stars: ✭ 43 (+104.76%)
timegan-pytorchThis repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.
Stars: ✭ 46 (+119.05%)
AdverseBiNetImproving Document Binarization via Adversarial Noise-Texture Augmentation
Stars: ✭ 34 (+61.9%)
MMD-GANImproving MMD-GAN training with repulsive loss function
Stars: ✭ 82 (+290.48%)
Digital HandpanCode for the Digital Handpan - A project using capacitive touch on the Teensy in conjunction with the Teensy Audio Shield.
Stars: ✭ 25 (+19.05%)
Deep-Learning-PytorchA repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field
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MusicTransformer-PytorchMusicTransformer written for MaestroV2 using the Pytorch framework for music generation
Stars: ✭ 106 (+404.76%)
DCGAN-CIFAR10A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image
Stars: ✭ 18 (-14.29%)
genmusicGenerative Music- a stochastic modal music generator
Stars: ✭ 17 (-19.05%)
Audio2Guitarist-GANTwo-stage GANs that generate fingerstyle guitarist images from audio.
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GAN-auto-writeGenerative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)
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TriangleGANTriangleGAN, ACM MM 2019.
Stars: ✭ 28 (+33.33%)
srganPytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
Stars: ✭ 39 (+85.71%)
IrwGANOfficial pytorch implementation of the IrwGAN for unaligned image-to-image translation
Stars: ✭ 33 (+57.14%)
facetFacet is a live coding system for algorithmic music
Stars: ✭ 72 (+242.86%)
keras-text-to-imageTranslate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks
Stars: ✭ 60 (+185.71%)