Simgan CaptchaSolve captcha without manually labeling a training set
Stars: β 405 (+99.51%)
Cool Fashion PapersπππΆοΈπ© Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)
Stars: β 464 (+128.57%)
Generative ModelsAnnotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
Stars: β 438 (+115.76%)
Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: β 394 (+94.09%)
GpndGenerative Probabilistic Novelty Detection with Adversarial Autoencoders
Stars: β 112 (-44.83%)
The Gan ZooA list of all named GANs!
Stars: β 11,454 (+5542.36%)
HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
Stars: β 513 (+152.71%)
Awesome GansAwesome Generative Adversarial Networks with tensorflow
Stars: β 585 (+188.18%)
Generative Adversarial NetworksIntroduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
Stars: β 505 (+148.77%)
ExposureLearning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
Stars: β 605 (+198.03%)
Cartoongan TensorflowGenerate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.
Stars: β 587 (+189.16%)
IganInteractive Image Generation via Generative Adversarial Networks
Stars: β 3,845 (+1794.09%)
Fewshot Face Translation GanGenerative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
Stars: β 705 (+247.29%)
Tensorflow Mnist Cgan CdcganTensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.
Stars: β 122 (-39.9%)
InstaganInstaGAN: Instance-aware Image Translation (ICLR 2019)
Stars: β 761 (+274.88%)
Adversarial video generationA TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
Stars: β 662 (+226.11%)
Generative ModelsCollection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Stars: β 6,701 (+3200.99%)
MuseganAn AI for Music Generation
Stars: β 794 (+291.13%)
Began TensorflowTensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
Stars: β 904 (+345.32%)
SeganSpeech Enhancement Generative Adversarial Network in TensorFlow
Stars: β 661 (+225.62%)
Image To Image Papersπ¦<->π¦ π<->π A collection of image to image papers with code (constantly updating)
Stars: β 949 (+367.49%)
Dcgan TensorflowA tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Stars: β 6,963 (+3330.05%)
St CganDataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"
Stars: β 13 (-93.6%)
Generative Evaluation PrdcCode base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
Stars: β 117 (-42.36%)
Cramer GanTensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)
Stars: β 123 (-39.41%)
Tensorflow Mnist Gan DcganTensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.
Stars: β 163 (-19.7%)
Tensorflow SrganTensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)
Stars: β 33 (-83.74%)
Pix2pixImage-to-image translation with conditional adversarial nets
Stars: β 8,765 (+4217.73%)
Ali PytorchPyTorch implementation of Adversarially Learned Inference (BiGAN).
Stars: β 61 (-69.95%)
Pytorch Pix2pixPytorch implementation of pix2pix for various datasets.
Stars: β 74 (-63.55%)
Pytorch FidCompute FID scores with PyTorch.
Stars: β 1,175 (+478.82%)
Cyclegan QpOfficial PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"
Stars: β 59 (-70.94%)
SpecganSpecGAN - generate audio with adversarial training
Stars: β 92 (-54.68%)
CaloganGenerative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
Stars: β 87 (-57.14%)
Tsit[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation
Stars: β 141 (-30.54%)
GanspaceDiscovering Interpretable GAN Controls [NeurIPS 2020]
Stars: β 1,224 (+502.96%)
TaganAn official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
Stars: β 97 (-52.22%)
UnetganOfficial Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)
Stars: β 139 (-31.53%)
HyperganComposable GAN framework with api and user interface
Stars: β 1,104 (+443.84%)
Accel Brain CodeThe purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
Stars: β 166 (-18.23%)
ExermoteUsing Machine Learning to predict the type of exercise from movement data
Stars: β 108 (-46.8%)
Hccg CycleganHandwritten Chinese Characters Generation
Stars: β 115 (-43.35%)
PsganPeriodic Spatial Generative Adversarial Networks
Stars: β 108 (-46.8%)
Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
Stars: β 134 (-33.99%)
Capsule GanCode for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
Stars: β 120 (-40.89%)
Gan2shapeCode for GAN2Shape (ICLR2021 oral)
Stars: β 183 (-9.85%)
CycleganSoftware that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Stars: β 10,933 (+5285.71%)
GanimationGANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
Stars: β 1,730 (+752.22%)
Pytorch Mnist Celeba Gan DcganPytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
Stars: β 363 (+78.82%)
Anycost Gan[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
Stars: β 367 (+80.79%)
Neuralnetworks.thought ExperimentsObservations and notes to understand the workings of neural network models and other thought experiments using Tensorflow
Stars: β 199 (-1.97%)
Mlds2018springMachine Learning and having it Deep and Structured (MLDS) in 2018 spring
Stars: β 124 (-38.92%)