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generative-adversarial-network x

16 search results found

Tensorflow Generative Model Collections ⭐ 3,570

Collection of generative models in Tensorflow

Pytorch Generative Model Collections ⭐ 1,985

Collection of generative models in Pytorch version.

Awesome Gans ⭐ 710

Awesome Generative Adversarial Networks with tensorflow

Tf.gans Comparison ⭐ 474

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

Dcgan Lsgan Wgan Gp Dragan Tensorflow 2 ⭐ 419

Generative Models ⭐ 414

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

Dcgan_wgan_wgan Gp_lsgan_sngan_rsgan_began_acgan_pggan_tensorflow ⭐ 191

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

Generative_adversarial_networks_101 ⭐ 190

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

Matlab Gan ⭐ 125

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Gans Collections Tf2.0_keras Eager_mode ⭐ 85

This repository implements all kinds of GAN-models based on tensorflow2.0 keras API including GAN, CGAN, WGAN, WGAN_GP, VAE, CVAE, LSGAN, infoGAN, EBGAN, BEGAN, ACGAN

Chainer implementation of Least Squares GAN (LSGAN)

Generative Model ⭐ 46

Repository for implementation of generative models with Tensorflow 1.x

Gans Collection.torch ⭐ 45

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

🐳 GAN implemented as Tensorflow 2.X

Gans Tensorflow2 ⭐ 38

🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...

Wgan Gp Tensorflow ⭐ 37

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

Pytorch Gans ⭐ 36

Various GANs in pytorch environment

Gan Keras ⭐ 27

tensorflow2.x implementations of Generative Adversarial Networks.

Rumigans ⭐ 24

Code accompanying the NeurIPS 2020 submission "Teaching a GAN What Not to Learn."

Glsgan Gp ⭐ 22

Generalized Loss-Sensitive Generative Adversarial Networks (GLS-GAN) in PyTorch with gradient penalty, including both LS-GAN and WGAN as special cases.

Performance Comparison Of Gan On Cifar 10 ⭐ 20

Performance comparison of ACGAN, BEGAN, CGAN, DRAGAN, EBGAN, GAN, infoGAN, LSGAN, VAE, WGAN, WGAN_GP on cifar-10

Fun With Mnist ⭐ 18

Playing with MNIST. Machine Learning. Generative Models.

Keras Gan Library ⭐ 15

Implementation of GAN papers on Keras.

Generative Adversarial Network

Tf Gans Loss ⭐ 13

Loss function of various types of GANs

Chainer Lsgan ⭐ 13

Least Squares Generative Adversarial Network implemented in Chainer

Generative Models Collection ⭐ 12

PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN

Anime_face ⭐ 11

Anime Character Face Generator (conditional LSGAN)

Tf2 Keras Gan Notebooks ⭐ 11

Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)

머신러닝 프레임워크를 활용한 비교사(Unsupervised) 학습 모델 구현 프로젝트

Generative Adversarial Networks ⭐ 10

vanllia gan; conditional gan; dcgan; ebgan; lsgan; aae; Improved_gan

Lsgan Jittor ⭐ 10

Colorizing Images Using Adversarial Networks ⭐ 10

Colorizing images using an adversarial network approach.

Gan_collections ⭐ 10

Fourier Discrepancies Cnn Detection ⭐ 9

[CVPR 2021: Oral] In this work, we show that high frequency Fourier spectrum decay discrepancies are not inherent characteristics for existing CNN-based generative models.

Generative Model Using Pytorch ⭐ 8

implement GANs and VAE using pytorch

Tf T Gans ⭐ 7

tensorflow T-GANs

Generate_normal ⭐ 7

Use GAN to generate Gaussian Distribution

Gan Pytorch ⭐ 7

Collection of GAN Algorithms

The Gan Book ⭐ 6

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

Deep Learning With Cartoon ⭐ 6

利用对抗性深度学习来生成动漫妹子头像(Use antagonistic deep learning to generate animated girl profile pictures)

RankGAN: A Maximum Margin Ranking GAN for Generating Faces

Tensorflow implementation of Generative Adversarial Networks

Gans Slides Code Paper ⭐ 5

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

Dcgan_pytorch ⭐ 5

DCGAN with vanilla GAN and Least Square GAN objective

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