Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: wgan-gp

Repositories

MingtaoGuo/DCGAN_WGAN_WGAN-GP_LSGAN_SNGAN_RSGAN_BEGAN_ACGAN_PGGAN_TensorFlow

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

Language: Python - Size: 2.13 MB - Last synced: 4 days ago - Pushed: almost 2 years ago - Stars: 221 - Forks: 56

ddbourgin/numpy-ml

Machine learning, in numpy

Language: Python - Size: 10 MB - Last synced: 12 days ago - Pushed: 7 months ago - Stars: 14,571 - Forks: 3,647

kozistr/Awesome-GANs

Awesome Generative Adversarial Networks with tensorflow

Language: Python - Size: 81.6 MB - Last synced: 2 days ago - Pushed: almost 2 years ago - Stars: 760 - Forks: 163

rharish101/mnist-gan 📦

A template repository for GANs

Language: Python - Size: 445 KB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 2 - Forks: 0

khanrc/tf.gans-comparison

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

Language: Python - Size: 7.72 MB - Last synced: 27 days ago - Pushed: about 6 years ago - Stars: 469 - Forks: 76

akanimax/GAN-understanding

Implements gans on toy datasets and preliminary ML datasets for showing certain aspects of convergence and stability. Tries to cover various loss functions defined over the years.

Language: Jupyter Notebook - Size: 9.08 MB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 5 - Forks: 3

lsbnb/amp_gan

The GAN model for designing AMP

Language: Python - Size: 9.77 KB - Last synced: 16 days ago - Pushed: over 2 years ago - Stars: 7 - Forks: 1

ukuleleplayer/DeepIE3D

Source of DeepIE3D: Training + Frontend + Backend = Everything

Language: Python - Size: 1.02 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 5 - Forks: 0

kanesp/Image_WGAN_GP

This repository implements WGAN_GP.

Language: Python - Size: 1.07 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 6 - Forks: 2

caogang/wgan-gp

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

Language: Python - Size: 38.5 MB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 1,479 - Forks: 349

znxlwm/pytorch-generative-model-collections

Collection of generative models in Pytorch version.

Language: Python - Size: 124 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 2,564 - Forks: 546

giakoumoglou/gans

Generative Adversarial Networks in PyTorch

Language: Python - Size: 13.3 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

gau-nernst/gan

Learning GANs: WGAN, Relativistic GAN, StyleGAN, pix2pix...

Language: Python - Size: 203 KB - Last synced: 27 days ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

Lornatang/WassersteinGAN_GP-PyTorch

Improved training of Wasserstein GANs

Language: Python - Size: 635 KB - Last synced: 20 days ago - Pushed: almost 3 years ago - Stars: 43 - Forks: 11

henry32144/wgan-gp-tensorflow

A Tensorflow 2.0 implementation of WGAN-GP

Language: Jupyter Notebook - Size: 4.89 MB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 18 - Forks: 1

drewszurko/tensorflow-WGAN-GP

TensorFlow 2.0 implementation of Improved Training of Wasserstein GANs

Language: Python - Size: 11.7 KB - Last synced: about 2 months ago - Pushed: almost 5 years ago - Stars: 25 - Forks: 8

MauricioCafiero/ChemistryAutoencoders_and_GenerativeModels

A collections of basic autoencoders and Generative models for chemistry

Language: Jupyter Notebook - Size: 358 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

tjwei/GANotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

Language: Jupyter Notebook - Size: 246 MB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 1,497 - Forks: 373

kwotsin/mimicry

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

Language: Python - Size: 17 MB - Last synced: about 2 months ago - Pushed: almost 2 years ago - Stars: 597 - Forks: 64

w86763777/pytorch-gan-collections

PyTorch implementation of DCGAN, WGAN-GP and SNGAN.

Language: Python - Size: 1.52 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 225 - Forks: 38

KimRass/Conditional-WGAN-GP

PyTorch implementation of 'Conditional GAN' (Mirza et al., 2014) & 'WGAN-GP' (Gulrajani et. al., 2017) and training it on MNIST

Language: Python - Size: 24.5 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

kartikgill/The-GAN-Book

The GAN Book: Train stable Generative Adversarial Networks using TensorFlow2, Keras and Python.

Language: Jupyter Notebook - Size: 785 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 9 - Forks: 6

FLC-QU-hep/getting_high

Modelling electromagnetic showers in the central region of the Silicon-Tungsten calorimeter of the proposed ILD

Language: Python - Size: 484 KB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 11 - Forks: 1

KimRass/PGGAN

PyTorch implementation of 'PGGAN' (Karras et al., 2018) from scratch and training it on CelebA-HQ at 512 × 512

Language: Python - Size: 2.92 GB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2 - Forks: 0

darthdaenerys/MNIST-GANs

This repo contains the implementation of various generative adversarial networks for generating fake handwritten digits.

Language: Jupyter Notebook - Size: 57.9 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

hwalsuklee/tensorflow-generative-model-collections

Collection of generative models in Tensorflow

Language: Python - Size: 4.57 MB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 3,896 - Forks: 866

pfnet-research/chainer-gan-lib

Chainer implementation of recent GAN variants

Language: Python - Size: 69.5 MB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 406 - Forks: 85

tlatkowski/inpainting-gmcnn-keras

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

Language: Python - Size: 7.59 MB - Last synced: 23 days ago - Pushed: over 1 year ago - Stars: 93 - Forks: 39

AdalbertoCq/GANs-Slides-Code-Paper

Tutorial introduction slides to GANs. Code implementations and links of relevant papers.

Language: Python - Size: 13.8 MB - Last synced: 3 days ago - Pushed: about 5 years ago - Stars: 12 - Forks: 2

LynnHo/DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2

Language: Python - Size: 15.7 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 420 - Forks: 104

JayYik/GAN_implementations

Implementations of GANs

Language: Python - Size: 8.79 KB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 5 - Forks: 0

hamediut/GeoWGAN-GP

Microstructure quantification and image reconstruction of complex geological samples using WGAN-GP.

Language: Python - Size: 32.5 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 1

giocoal/ADNI-brain-MRI-alzheimer-WGAN-generation-and-classification

Brain T1-Weighted MRI Images Classification and WGAN Generation (Alzheimer's and Healthy patients) for the purpose of data augmentation. Implemented in TensorFlow, trained on ADNI dataset.

Language: Python - Size: 109 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 6 - Forks: 1

JavierGavina/datasetInit23

Repository process and positioning from init dataset

Language: Python - Size: 672 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

karoly-hars/GANs_for_cats_and_flowers

Generating cats with DCGAN and WGAN-GP.

Language: Python - Size: 4.84 MB - Last synced: 5 months ago - Pushed: over 3 years ago - Stars: 5 - Forks: 2

lilianweng/unified-gan-tensorflow

A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.

Language: Python - Size: 1.61 MB - Last synced: 23 days ago - Pushed: over 5 years ago - Stars: 115 - Forks: 34

HEMANGANI/Music-Generation-Using-WGAN-GP-and-Self-Attention-Mechanism

Developed a music generation deep learning model using WGAN-GP and self-attention, aimed at creating melodic compositions.

Language: Jupyter Notebook - Size: 21.3 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

A PyTorch implementation of SRGAN specific for Anime Super Resolution based on "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network". And another PyTorch WGAN-gp implementation of SRGAN referring to "Improved Training of Wasserstein GANs".

Language: Python - Size: 45.4 MB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 83 - Forks: 19

LixiangHan/GANs-for-1D-Signal

implementation of several GANs with pytorch

Language: Python - Size: 112 MB - Last synced: 5 months ago - Pushed: about 2 years ago - Stars: 100 - Forks: 23

TmohamedashrafT/Stylegan-implementation-using-pytorch

This repository contains code for training and generating Anime faces using StyleGAN on the Anime GAN Lite dataset

Language: Python - Size: 872 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

renan-siqueira/my-own-WGAN-GP-implementation

My own GAN implementation (WGAN-GP with Pytorch)

Language: Python - Size: 125 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 2 - Forks: 0

imironhead/ml_gans

Replicated Results of Generative Adversarial Networks Papers

Language: Python - Size: 13.5 MB - Last synced: 6 months ago - Pushed: almost 6 years ago - Stars: 8 - Forks: 0

hamishivi/pokemongenerator

Generating pokemon (and other things) with GANs

Language: Python - Size: 147 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 5 - Forks: 0

bkhanal-11/generative-deep-learning

Road towards diffusion models.

Language: Jupyter Notebook - Size: 18.1 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 6 - Forks: 0

GdoongMathew/Denoising_Dirty_Documents

Language: Python - Size: 614 KB - Last synced: 6 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

Yangyangii/GAN-Tutorial

Simple Implementation of many GAN models with PyTorch.

Language: Jupyter Notebook - Size: 3.44 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 349 - Forks: 103

EmilienDupont/wgan-gp

Pytorch implementation of Wasserstein GANs with Gradient Penalty

Language: Python - Size: 18.1 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 217 - Forks: 48

jbu5105/Towards_album_artwork_generation_based_on_audio

Repo of my master thesis at Pompeu Fabra University: "Towards album artwork generation based on audio". We analyze VAEs and GANs to condition image generation with audio.

Language: Jupyter Notebook - Size: 52 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 11 - Forks: 0

MrCosta57/food_gan

An implementation of one personal project to gain experience with Generative Adversarial Network models and in particular on Wasserstrein GAN with gradient penalty. The final application's purpose is to generate synthetic images given a food category.

Language: Jupyter Notebook - Size: 154 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

LynnHo/DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch 📦

DCGAN LSGAN WGAN-GP DRAGAN PyTorch

Language: Python - Size: 14.8 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 180 - Forks: 41

leejaeka/incrementum

UofTHacksVIII - Finance Productivity WebApplication + Generative Deep Learning (WGAN-GP) Tree Generator - Best use of Google Cloud Award

Language: JavaScript - Size: 8.04 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

s-chh/PyTorch-GAN-Variants

PyTorch implementations of Generative Adversarial Networks (GAN) variants

Size: 9.77 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

s-chh/Pytorch-WGANGP

Pytorch implementation of Improved Training of Wasserstein GANs or WGAN-GP (Wasserstein GAN with Gradient Penalty) using DCGAN architecture for generating 64x64 images.

Language: Python - Size: 2.32 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

MontiSebastiano/NNDL

Final group project of "Neural Networks and Deep Learning" course at University of Padova

Language: Jupyter Notebook - Size: 33.8 MB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

rajoy99/osman

osman: OverSampling by Deep Generative Models A pip package which oversamples class imbalance binary data by Deep Generative Models.

Language: Jupyter Notebook - Size: 2.51 MB - Last synced: 7 days ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

LuChang-CS/WGAN-GP-PyTorch

A PyTorch implementation of WGAN-GP using Python 3

Language: Python - Size: 1.96 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

wangguanan/Pytorch-Basic-GANs

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

Language: Python - Size: 3.7 MB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 101 - Forks: 21

YanSte/WGAN-GP-GM-QuickDraw-Image-Generation

This project is an exploration of Generative Models (GM) and its capabilities, focusing on the generation of bicycle images using Wasserstein Generative Adversarial Networks (WGAN-GP) in conjunction with estimators and generators.

Language: Jupyter Notebook - Size: 7.81 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

jalola/improved-wgan-pytorch

Improved WGAN in Pytorch

Language: Python - Size: 2.18 MB - Last synced: 7 months ago - Pushed: 10 months ago - Stars: 424 - Forks: 70

c1adrien/Heston-vs-WGAN-GP

The project aims to compare the effectiveness of the Heston model and WGAN-GP in modeling financial time series data.

Language: Jupyter Notebook - Size: 4.89 MB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

ANI717/Anime_Face_Generation_with_GANs

Random Anime Face Generation with Generative Adversarial Networks. DCGAN and WGAN-GP are used.

Language: Python - Size: 391 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

daigo0927/WGAN_GP

Keras model and tensorflow optimization of 'improved Training of Wasserstein GANs'

Language: Python - Size: 3.11 MB - Last synced: 9 months ago - Pushed: about 6 years ago - Stars: 16 - Forks: 5

mr4msm/wgan_gp_chainer

Wasserstein GAN with gradient penalty (WGAN-GP) implemented in Chainer v3.0.0.

Language: Python - Size: 147 MB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

chanshing/sobolev_gan

Pytorch implemention of Sobolev GAN (https://arxiv.org/abs/1711.04894)

Language: Python - Size: 10.7 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 8 - Forks: 2

wowdoa-synmage/Classifier

Classifier model trained on image generated on WGAN gp model

Language: Jupyter Notebook - Size: 237 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

HUANG-NI-YUAN/Application-and-Improvement-of-Generative-Adversarial-Networks-GANs

Improving the GAN Model into a More Effective WGAN-GP Model

Language: Python - Size: 5.76 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

Puneet2000/DL-Models

Standard Deep Learning Models implemented in pytorch framework

Language: Jupyter Notebook - Size: 56.6 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

krishk97/ECE-C247-EEG-GAN 📦

GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, datasets 2a. Final project for UCLA's EE C247: Neural Networks and Deep Learning course.

Language: Jupyter Notebook - Size: 6.3 MB - Last synced: 12 months ago - Pushed: about 4 years ago - Stars: 100 - Forks: 35

cmayeul/FluoGAN

This repository contains an adaptation of CryoGAN and MSR-GAN inverse problem framework for super-resolution in fluorescence microscopy

Language: Python - Size: 47.2 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

akashsdoshi96/ota-gan-mimo-ce

Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"

Language: MATLAB - Size: 2.14 GB - Last synced: 12 months ago - Pushed: about 1 year ago - Stars: 16 - Forks: 4

DinisMartinho/This-Cat-Does-Not-Exist

● This is a simple WGAN-GP that was implemented in a Google Colab Notebook, capable of generating realistic cat images.

Language: Jupyter Notebook - Size: 156 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 5 - Forks: 0

RichardKlem/KNN_image_inpainting

Image inpainting

Language: Python - Size: 32.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Kyushik/Generative-Model

Repository for implementation of generative models with Tensorflow 1.x

Language: Jupyter Notebook - Size: 209 MB - Last synced: 11 months ago - Pushed: almost 4 years ago - Stars: 69 - Forks: 8

W-Mrt/Wassersteain_Gan_financial_time_series

Neural Network and Deep Learning course

Language: Python - Size: 1.52 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

talcron/frame-prediction-pytorch

PyTorch implementation of WGAN-GP-based video generation. Includes functionality for measuring Frechet Video Distance and implementing recent research improvements of WGAN-GP. Read paper at https://github.com/talcron/frame-prediction-pytorch/blob/media/paper.pdf

Language: Python - Size: 181 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 5 - Forks: 0

joycenerd/Deep_Learning_Practice_labs

Labs for 5003 Deep Learning Practice course in summer term 2021 at NYCU.

Language: Python - Size: 42.5 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

AgamChopra/WGAN-GP

My code for various GANS related tasks using wgan with gradient penalty.

Language: Python - Size: 21.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

zhmou/WGAN-GradientPenalty

A Pytorch implementation demo for WGAN-GP in order to generate handwritten digits(MNIST dataset) Pytorch构建WGAN-GP网络实现手写数字生成(MNIST数据集)

Language: Python - Size: 22 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

HariKrishnan06082k/Analysis-of-GAN-approaches-on-MNIST-using-TF2.0

The Generative Adversarial Networks with Python would serve as our primary reference throughout the project. The models would be trained on the MNIST dataset. The official TensorFlow framework and documentation will be used to implement the different architectures on Python. These papers would be used to implement various evaluation met

Language: Python - Size: 120 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

RomainGratier/Black-box_Optimization_via_Deep_Generative-Exploratory_Networks

Deep neural networks have garnered tremendous excitement in recent years thanks to their superior learning capacity in the presence of abundant data resources. However, collecting an exhaustive dataset covering all possible scenarios is often slow, expensive, and even impractical. The goal of this project is to devise a new learning framework that can learn from a finite dataset and noisy feedback of data properties to discover novel samples of particular interest. We will design and implement algorithms to interweave emerging deep generative modeling with classical Markov decision processes. We will evaluate our method in comparison to existing approaches through extensive experiments, including but not limited to visual semantic extrapolation and natural adversarial examples in the context of autonomous vehicles.

Language: Python - Size: 354 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0