105 Open Source Dcgan Software Projects
Free and open source dcgan code projects including engines, APIs, generators, and tools.
Carpedm20 Dcgan Tensorflow 6689 ⭐
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Deepnude An Image To Image Technology 3483 ⭐
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。
Yadiraf Gan 1788 ⭐
Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
Ganotebooks 1392 ⭐
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
Keras Idiomatic Programmer 684 ⭐
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Gans In Action 660 ⭐
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Pytorch Project Template 521 ⭐
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
Tf.gans Comparison 475 ⭐
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
Mimicry 408 ⭐
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Pycadl 354 ⭐
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
Pytorch Mnist Celeba Gan Dcgan 329 ⭐
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
Generative_models_tutorial_with_demo 271 ⭐
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..
Imagecompletion Dcgan 161 ⭐
Image completion using deep convolutional generative adversarial nets in tensorflow
Tensorflow Mnist Gan Dcgan 157 ⭐
Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.
Gan_theories 152 ⭐
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.
Dcgan_wgan_wgan Gp_lsgan_sngan_rsgan_began_acgan_pggan_tensorflow 146 ⭐
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
Deep Learning With Python 133 ⭐
Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
Generative_adversarial_networks_101 113 ⭐
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Unsupervised Anomaly Detection With Generative Adversarial Networks 80 ⭐
Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset
Pytorch Conditional Gans 70 ⭐
Implementation of Conditional Generative Adversarial Networks in PyTorch
Dcgan Tensorflow 67 ⭐
A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.
Keras Text To Image 55 ⭐
Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks
Gans Collection.torch 44 ⭐
Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)
Brain Tumor Detection In 3D Mris Using Dcgan 37 ⭐
Using DCGAN for segmenting brain tumors from brain image scans
Hologan Pytorch 40 ⭐
Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326
Catgan_pytorch 38 ⭐
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
Musyoku Improved Gan 33 ⭐
Chainer implementation of GAN / Deep Convolutional GAN (DCGAN) based on "Improved Techniques for Training GANs"
Cdcgan 30 ⭐
PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)
Pytorch Basic Gans 19 ⭐
Simple Pytorch implementations of most used Generative Adversarial Network (GAN) varieties.
Semantic Image Inpainting Face Inpainting Tensorflow 17 ⭐
Simplely implement the paper 'Semantic Image Inpainting with Deep Generative Models' by TensorFlow
Image Editing Using Gan 16 ⭐
Developing an image editing application to edit images to have a desired attribute using Generative Adversarial Networks(DCGAN and CycleGAN) (https://tandon-a.github.io/Image-Editing-using-GAN/)
Gans Tensorflow2 17 ⭐
🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...
Emotion Recognition Gan 14 ⭐
This project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN
Generative Models Collection 16 ⭐
PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN
Dcgan Cifar10 12 ⭐
A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image