dcgan

There are 7 repositories under dcgan topic.

phillipi / pix2pix
Image-to-image translation with conditional adversarial nets
computer-vision computer-graphics gan pix2pix dcgan generative-adversarial-network deep-learning image-generation image-manipulation image-to-image-translation
Language:Lua 8998
carpedm20 / DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
dcgan gan generative-model tensorflow
Language:JavaScript 7021
yuanxiaosc / DeepNude-an-Image-to-Image-technology
DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。
cycle-gan dcgan deepface deepfakes deepnude image-generation image-to-image nerual-style pix2pix sin-gan style-gan tensorflow2 vae zao
Language:Python 4144
junyanz / iGAN
Interactive Image Generation via Generative Adversarial Networks
generative-adversarial-network image-manipulation computer-graphics computer-vision gan pix2pix dcgan deep-learning
Language:Python 3877
YadiraF / GAN
Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
gan dcgan wasserstein-gan infogan adversarial-nets
Language:Python 2277
tjwei / GANotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
wgan wgan-gp infogan lasagne keras pytorch tensorflow pix2pix dcgan dragan cyclegan
Language:Jupyter Notebook 1464
jacobgil / keras-dcgan
Keras implementation of Deep Convolutional Generative Adversarial Networks
deep-learning dcgan gan keras keras-dcgan artificial-images
Language:Python 970
GANs-in-Action / gans-in-action
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
gan gans generative-adversarial-network artificial-intelligence ai deep-learning deep-neural-networks artificial-intelligence-algorithms semi-supervised-learning dcgan conditional-gan cycle-gan
Language:Jupyter Notebook 877
pathak22 / context-encoder
[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
computer-graphics computer-vision context-encoders dcgan deep-learning gan generative-adversarial-network image-inpainting machine-learning unsupervised-learning
Language:Lua 805
GoogleCloudPlatform / keras-idiomatic-programmer
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
keras keras-tutorials machine-learning resnet resnext densenet senet mobilenet tensorflow-keras automl squeezenet inception xception shufflenet dcgan autoencoder deep-learning siamese-network vgg
Language:Jupyter Notebook 780
kozistr / Awesome-GANs
Awesome Generative Adversarial Networks with tensorflow
generative-adversarial-network tensorflow machine-learning began cgan dcgan gan lapgan lsgan wgan wgan-gp ebgan stargan srgan arxiv dragan cogan acgan sagan f-gan
Language:Python 703
moemen95 / Pytorch-Project-Template
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
pytorch pytorch-tutorial pytorch-template pytorch-project-template dcgan condense-net erfnet dqn deep-learning machine-learning scemantic semantic-segmentation-models
Language:Python 694
kwotsin / mimicry
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
generative-adversarial-networks gans reproducibility pytorch generative-models machine-learning gan sngan sngan-projection wgan-gp ssgan dcgan infomax-gan cgan cvpr python cvpr2020 cvpr20
Language:Python 547
khanrc / tf.gans-comparison
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
gans dcgan lsgan wgan wgan-gp dragan ebgan began tensorflow celeba lsun gan
Language:Python 471
znxlwm / pytorch-MNIST-CelebA-GAN-DCGAN
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
pytorch generative-adversarial-network gan dcgan mnist celeba
Language:Python 430
LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2
dcgan lsgan wgan wgan-gp wasserstein-gans dragan tensorflow tensorflow2 gan gans
Language:Python 402
pfnet-research / chainer-gan-lib
Chainer implementation of recent GAN variants
deep-learning generative-adversarial-network dcgan wgan-gp
Language:Python 400
aleju / cat-generator
Generate cat images with neural networks
deep-learning gan machine-learning cats cat torch dcgan
Language:Lua 366
pkmital / pycadl
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
deep-learning neural-network tutorial mooc gan vae vae-gan pixelcnn wavenet magenta nsynth tensorflow celeba cyclegan dcgan word2vec glove autoregressive conditional course
Language:Python 361
tensorlayer / dcgan
The Simplest DCGAN Implementation
dcgan gan generative-adversarial-network tensorflow tensorlayer
Language:Python 306
omerbsezer / Generative_Models_Tutorial_with_Demo
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
variational-autoencoder generative-adversarial-network gans dcgan cyclegan generative-model tutorial tutorial-code variational-inference gaussian-mixture-models auto-regressive-model bayesian-classifiers
Language:Jupyter Notebook 298
Yangyangii / GAN-Tutorial
Simple Implementation of many GAN models with PyTorch.
pytorch-gan gan gan-implementations dcgan conditional-gan wgan gan-pytorch pytorch gan-tutorial infogan wgan-gp infogan-pytorch vanilla-gan mnist cars-dataset stanford-cars celeba began began-pytorch regularization
Language:Jupyter Notebook 285
LeeDoYup / AnoGAN-tf
Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
tensorflow anomaly-detection anogan dcgan generative-adversarial-network gan anomalydetection
Language:Python 246
amanchadha / coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
coursera gan gans generative-adversarial-network generative-model deeplearning-ai stylegan dcgan wgan pix2pix pytorch conditional-gan bias bias-detection biggan u-net data-augmentation artificial-intelligence deep-learning neural-network
Language:Jupyter Notebook 221
image_generator
gsurma / image_generator
DCGAN image generator 🖼️.
dcgan dcgan-tensorflow deep-learning gan generative-adversarial-network jupyter machine-learning neural-network python python3 simpsons simpsons-dataset tensorflow
Language:Jupyter Notebook 199
simoninithomas / CatDCGAN
A DCGAN that generate Cat pictures 🐱‍💻
dcgan dcgan-tensorflow deep-learning cats tensorflow gan
Language:Jupyter Notebook 193
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
acgan began colab dcgan face-generative generative-adversarial-network pggan rasgan rsgan sngan tensorflow wgan wgan-gp
Language:Python 189
koba-jon / pytorch_cpp
Deep Learning sample programs using PyTorch in C++
pytorch libtorch cpp deep-learning linux convolutional-autoencoder autoencoder vae dcgan u-net pix2pix dagmm multiclass-classification dimensionality-reduction generative-modeling image-to-image-translation semantic-segmentation anomaly-detection object-detection yolo
Language:C++ 180
face_generator
gsurma / face_generator
DCGAN face generator 🧑.
computer-vision dcgan dcgan-tensorflow deepfake deepfakes gan gan-tensorflow jupyter-notebook notebook python
Language:Jupyter Notebook 177
znxlwm / tensorflow-MNIST-GAN-DCGAN
Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.
tensorflow gan dcgan generative-adversarial-network mnist
Language:Python 172
w86763777 / pytorch-gan-collections
PyTorch implementation of DCGAN, WGAN-GP and SNGAN.
dcgan fid-score pytorch sngan wgan-gp
Language:Python 171
saikatbsk / ImageCompletion-DCGAN
Image completion using deep convolutional generative adversarial nets in tensorflow
dcgan tensorflow image-inpainting image-completion
Language:Jupyter Notebook 169
generative_adversarial_networks_101
mafda / generative_adversarial_networks_101
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
gan mnist dcgan tensorflow keras generative-adversarial-network cgan ccgan cifar10 cifar-10 cgans ccgans gans wgan lsgan jupyter-notebook lsgans mnist-dataset generative-adversarial-networks conda-environment
Language:Jupyter Notebook 164
YadiraF / GAN_Theories
Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.
gan-theories wgan dcgan began ebgan
Language:Python 164
sugyan / tf-dcgan
DCGAN implementation by TensorFlow
tensorflow dcgan
Language:Python 158
LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch
DCGAN LSGAN WGAN-GP DRAGAN PyTorch
dcgan lsgan wgan-gp dragan pytorch
Language:Python 156

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deep-learning pytorch computer-vision gan tensorflow