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gapeng000 /PyTorch-progressive_growing_of_gans

Star584

PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

pytorch gan pggan

UpdatedFeb 4, 2018
Python

MingtaoGuo /DCGAN_WGAN_WGAN-GP_LSGAN_SNGAN_RSGAN_BEGAN_ACGAN_PGGAN_TensorFlow

Star233

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

tensorflow generative-adversarial-network dcgan colab wgan began wgan-gp acgan pggan sngan face-generative rsgan rasgan

UpdatedAug 20, 2022
Python

Allenem /graduation-design

Star72

:trollface: 本科毕业设计：针对Deepfake假脸视频面部细节特征的提取算法

python opencv svm surf lstm ela dfd pggan deepfake-detection resnext-50

UpdatedJun 2, 2025
Jupyter Notebook

Kyushik /Generative-Model

Star71

Repository for implementation of generative models with Tensorflow 1.x

gan infogan dcgan vae beta-vae wgan lsgan cyclegan cgan wgan-gp generative-models pggan stargan vq-vae stylegan singan hologan aggan raindrop-removal

UpdatedJun 12, 2020
Jupyter Notebook

jeromerony /Progressive_Growing_of_GANs-PyTorch

Star57

A PyTorch 0.4 implementation of Progressive Growing of GANs for Improved Quality, Stability and Variability (https://arxiv.org/abs/1710.10196)

pytorch generative-adversarial-network gan mnist progressive-gan pggan progressive-growing progressive-growing-gan

UpdatedApr 29, 2019
Python

preritj /progressive_growing_of_GANs

Star30

Pure tensorflow implementation of progressive growing of GANs

tensorflow generative-adversarial-network gan wgan wasserstein-gan wgan-gp progressive-gan pggan progressively-growing-gan

UpdatedJan 26, 2018
Python

Tensor46 /TensorMONK

Star19

A collection of deep learning models (PyTorch implemtation)

pytorch vae densenet resnet unet lookahead ssd-mobilenet inceptionv4 shufflenet sagan mobilenet-ssd capsule-networks pggan mobilenetv2 squeeze-and-excitation dice-loss efficientnet neural-decision-forest radam condconv

UpdatedAug 30, 2024
Python

YeonwooSung /GAN_Implementation

Sponsor

Star18

Pytorch implementations of GANs

gan dcgan ebgan wgan image-translation began cyclegan wgan-gp dragan sagan pggan stargan cogan wavegan pytorch-implementation gan-training softmax-gan storygan transgan

UpdatedJul 25, 2024
Python

Rick-McCoy /ClassicGAN

Star17

ClassicGAN: Generation of Classical Music with PGGAN

music dataset gan compose midi-files classics wgan-gp pggan

UpdatedNov 24, 2018
Python

henry32144 /pggan-tensorflow

Star17

A TF 2.0 implementation of Progressive growing of GANs

notebook gans pggan tensorflow2 pggan-tensorflow

UpdatedMay 16, 2022
Jupyter Notebook

zsef123 /PGGAN-Pytorch

Star14

Pytorch implementation of progressive growing gan

deep-learning pytorch gan pggan

UpdatedJul 18, 2019
Python

avhirupc /Progressive-Growing-Of-GANs-Pytorch-

Star13

Progressively growing of GANs Pytorch Implementation

deep-learning neural-network pytorch gans pytorch-gan pggan progressively-growing-gan

UpdatedNov 9, 2017
Python

watsonyanghx /GAN_Lib_Tensorflow

Star11

Tensorflow implemention of various GAN.

tensorflow gan pix2pix acgan pggan sngan

UpdatedMar 14, 2020
Python

Yangyangii /ProgressiveGAN

Star11

Implementation of NVIDIA's Progressive Growing of GANs

pytorch progressive pggan progressive-growing-of-gans

UpdatedJan 6, 2020
Python

readyplayernxiang /pytorch-pggan

Star10

A straightforward implementation for Progressive Growing of GANs

gan pggan progressive-growing-of-gans

UpdatedJun 20, 2018
Python

biabeogo147 /GAN-Application

Star7

Mobile Application (Flutter) integrated DCGAN + PGGAN (Server + Local Model)

deep-learning pytorch dcgan flutter pggan

UpdatedMay 21, 2025
Dart

jibinmathew69 /PyTorch1.x-Tutorial

Star4

This is repository teaching PyTorch1.0.

flask cnn pytorch lstm gan dcgan dqn rnn tensorboard transfer-learning pytorch-tutorial pggan deep-neuroevolution torchtext onnx-torch torchvision dqn-pytorch dcgan-pytorch torchscript torchhub

UpdatedFeb 26, 2020
Jupyter Notebook

KimRass /PGGAN

Star4

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

pytorch generative-adversarial-networks wgan-gp gradient-penalty pggan celeba-hq

UpdatedNov 26, 2024
Python

0-mostafa-rezaee-0 /DDPM_X-Ray

Star2

GenAI Potentials to Enhance Medical Image Classification

medical-imaging vgg16 resnet-50 pggan ddpm genai

UpdatedJan 11, 2025
Jupyter Notebook

0-mostafa-rezaee-0 /GenAI_Image_Tutorial

Star2

Step-by-step tutorial to implement DDPM and PGGANs on Chest X-Ray images, addressing imbalanced datasets in medical imaging.

tutorial medical-imaging vgg16 resnet-50 pggan ddpm genai

UpdatedJan 16, 2025
Jupyter Notebook

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