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Top 80 dcgan open source projects

DCGANs

Implementation of some basic GAN architectures in Keras

✭ 45

python machine-learning deep-learning gan dcgan

LSGAN

Chainer implementation of Least Squares GAN (LSGAN)

✭ 54

python gan dcgan lsgan

GAN-Anime-Characters

Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.

✭ 43

Jupyter Notebook python deep-learning generative-adversarial-network gan dcgan neural-networks wgan stylegan gan-models anime-face-generation gan-algorithms

Deep-Learning-Tensorflow

Gathers Tensorflow deep learning models.

✭ 50

Jupyter Notebook deep-learning tensorflow encoder chatbot recurrent-neural-networks dcgan seq2seq multi-perceptron attention-seq2seq

gan-vae-pretrained-pytorch

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

keras-text-to-image

Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks

✭ 60

python keras generative-adversarial-network dcgan text-to-image

Advanced Models

여러가지 유명한 신경망 모델들을 제공합니다. (DCGAN, VAE, Resnet 등등)

✭ 48

python pytorch gan dcgan vae resnet-50 cgan sagan multihead-attention gpt-2

Generative-Model

Repository for implementation of generative models with Tensorflow 1.x

✭ 66

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

cDCGAN

PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)

✭ 49

python pytorch gan mnist dcgan generative-adversarial-networks celeba conditional-gan cdcgan

DCGAN-Pytorch

A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"

✭ 23

python shell pytorch generative-adversarial-network gan mnist dcgan celeba

emotion-recognition-GAN

This project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN

✭ 20

python tensorflow emotion gan dcgan face semi-supervised-learning tensorboard emotion-recognition dcgan-tensorflow action-units valence-arousal fake-faces

coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

dcgan vae pytorch

dcgan combined with vae in pytorch!

✭ 110

python nn pytorch gan dcgan vae vae-gan

MMD-GAN

Improving MMD-GAN training with repulsive loss function

✭ 82

python Jupyter Notebook deep-learning tensorflow discriminator generative-adversarial-network gan dcgan generative-model mmd maximum-mean-discrepancy learning-rate loss-functions mmd-gan mmd-losses

DCGAN-CIFAR10

A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image

✭ 18

python Batchfile tensorflow generative-adversarial-network gan dcgan cifar10

Pytorch-conditional-GANs

Implementation of Conditional Generative Adversarial Networks in PyTorch

✭ 91

python pytorch generative-adversarial-network dcgan pytorch-tutorial cgan cgans

MXNet-GAN

MXNet Implementation of DCGAN, Conditional GAN, pix2pix

✭ 23

python mxnet gan dcgan pix2pix cgan mxnet-gan

pytorch-gans

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

✭ 21

Jupyter Notebook python pytorch generative-adversarial-network dcgan gans pix2pix super-resolution cyclegan superresolution pytorch-implementation gan-models

prediction gan

PyTorch Impl. of Prediction Optimizer (to stabilize GAN training)

✭ 31

python shell optimizer pytorch gan dcgan stabilizing-adversarial-nets prediction-methods pytorch-impl

Pytorch-Basic-GANs

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

✭ 101

python pytorch gan dcgan wgan cgan wgan-gp

61-80 of 80 dcgan projects

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