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Projects in Awesome Lists tagged with dcgan

A curated list of projects in awesome lists tagged with dcgan .

https://github.com/carpedm20/DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcgan gan generative-model tensorflow

Last synced: 13 Apr 2025

https://github.com/carpedm20/dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcgan gan generative-model tensorflow

Last synced: 14 May 2025

https://github.com/yuanxiaosc/DeepImage-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

Last synced: 26 Mar 2025

https://github.com/junyanz/igan

Interactive Image Generation via Generative Adversarial Networks

computer-graphics computer-vision dcgan deep-learning gan generative-adversarial-network image-manipulation pix2pix

Last synced: 15 May 2025

https://github.com/junyanz/iGAN

Interactive Image Generation via Generative Adversarial Networks

computer-graphics computer-vision dcgan deep-learning gan generative-adversarial-network image-manipulation pix2pix

Last synced: 17 Mar 2025

https://github.com/yfeng95/gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

adversarial-nets dcgan gan infogan wasserstein-gan

Last synced: 15 May 2025

https://github.com/yfeng95/GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

adversarial-nets dcgan gan infogan wasserstein-gan

Last synced: 01 Apr 2025

https://github.com/tjwei/GANotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

cyclegan dcgan dragan infogan keras lasagne pix2pix pytorch tensorflow wgan wgan-gp

Last synced: 19 Jul 2025

https://github.com/tjwei/ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

cyclegan dcgan dragan infogan keras lasagne pix2pix pytorch tensorflow wgan wgan-gp

Last synced: 16 May 2025

https://github.com/jacobgil/keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

artificial-images dcgan deep-learning gan keras keras-dcgan

Last synced: 12 Apr 2025

https://github.com/moemen95/pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 16 May 2025

https://github.com/moemen95/Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 08 May 2025

https://github.com/moemen95/PyTorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 01 Apr 2025

https://github.com/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

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Apr 2025

https://github.com/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

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Oct 2025

https://github.com/kwotsin/mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

cgan cvpr cvpr20 cvpr2020 dcgan gan gans generative-adversarial-networks generative-models infomax-gan machine-learning python pytorch reproducibility sngan sngan-projection ssgan wgan-gp

Last synced: 12 Apr 2025

https://github.com/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

celeba dcgan gan generative-adversarial-network mnist pytorch

Last synced: 04 Apr 2025

https://github.com/khanrc/tf.gans-comparison

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

began celeba dcgan dragan ebgan gan gans lsgan lsun tensorflow wgan wgan-gp

Last synced: 06 Apr 2025

https://github.com/pfnet-research/chainer-gan-lib

Chainer implementation of recent GAN variants

dcgan deep-learning generative-adversarial-network wgan-gp

Last synced: 11 Oct 2025

https://github.com/aleju/cat-generator

Generate cat images with neural networks

cat cats dcgan deep-learning gan machine-learning torch

Last synced: 22 Jul 2025

https://github.com/pkmital/pycadl

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

autoregressive celeba conditional course cyclegan dcgan deep-learning gan glove magenta mooc neural-network nsynth pixelcnn tensorflow tutorial vae vae-gan wavenet word2vec

Last synced: 04 Apr 2025

https://github.com/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..

auto-regressive-model bayesian-classifiers cyclegan dcgan gans gaussian-mixture-models generative-adversarial-network generative-model tutorial tutorial-code variational-autoencoder variational-inference

Last synced: 04 Oct 2025

https://github.com/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..

auto-regressive-model bayesian-classifiers cyclegan dcgan gans gaussian-mixture-models generative-adversarial-network generative-model tutorial tutorial-code variational-autoencoder variational-inference

Last synced: 19 Jul 2025

https://github.com/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

Last synced: 01 Apr 2025

https://github.com/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

Last synced: 13 Apr 2025

https://github.com/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.

ccgan ccgans cgan cgans cifar-10 cifar10 conda-environment dcgan gan gans generative-adversarial-network generative-adversarial-networks jupyter-notebook keras lsgan lsgans mnist mnist-dataset tensorflow wgan

Last synced: 09 Apr 2025

https://github.com/simoninithomas/catdcgan

A DCGAN that generate Cat pictures 🐱‍💻

cats dcgan dcgan-tensorflow deep-learning gan tensorflow

Last synced: 11 May 2025

https://github.com/zcemycl/matlab-gan

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

aae acgan cgan computer-vision cyclegan dcgan deep-learning deep-neural-networks gans image-generation infogan lsgan matlab matlab-gan matlab-implementations pix2pix

Last synced: 10 Jul 2025

https://github.com/yfeng95/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.

began dcgan ebgan gan-theories wgan

Last synced: 06 May 2025

https://github.com/yfeng95/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.

began dcgan ebgan gan-theories wgan

Last synced: 12 Jul 2025

https://github.com/saikatbsk/ImageCompletion-DCGAN

Image completion using deep convolutional generative adversarial nets in tensorflow

dcgan image-completion image-inpainting tensorflow

Last synced: 19 Jul 2025

https://github.com/znxlwm/tensorflow-mnist-gan-dcgan

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

dcgan gan generative-adversarial-network mnist tensorflow

Last synced: 21 Aug 2025

https://github.com/sugyan/tf-dcgan

DCGAN implementation by TensorFlow

dcgan tensorflow

Last synced: 22 Apr 2025

https://github.com/felixmohr/deep-learning-with-python

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

dcgan deep-learning gan generative-adversarial-network lstm neural-networks python python3 style-transfer tensorflow tensorflow-tutorials vae variational-autoencoder

Last synced: 30 Sep 2025

https://github.com/sanghoon/tf-exercise-gan

Tensorflow implementation of different GANs and their comparisions

began celeba dcgan evaluation gan gan-implementations gang-of-gans madgan mnist wgan

Last synced: 01 Apr 2025

https://github.com/musyoku/wasserstein-gan

Chainer implementation of Wasserstein GAN

chainer dcgan gan wgan

Last synced: 02 Apr 2025

https://github.com/archsyscall/GANs-TensorFlow2

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

dcgan deeplearning gan generative-adversarial-network lsgan ssgan tensorflow tensorflow2 tf tf2 wgan wgan-gp

Last synced: 23 Jul 2025

https://github.com/tejas-nanaware/gan-anime-characters

Creating Anime Faces using Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN, StyleGAN, StyleGAN2 and StyleGAN3. Top repos on GitHub for AnimeFace GAN Generative AI Models

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

Last synced: 25 Jun 2025

https://github.com/christopher-beckham/hologan-pytorch

Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326

celeba dcgan deep-learning gans generative-adversarial-network hologan inverse-graphics pytorch pytorch-gan pytorch-implementation

Last synced: 03 Oct 2025

https://github.com/chen0040/keras-text-to-image

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

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

Last synced: 15 Aug 2025

https://github.com/xinario/catgan_pytorch

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

catgan dcgan gan generative-adversarial-network pytorch semi-supervised-learning unsupervised-learning

Last synced: 25 Apr 2025

https://github.com/nashory/gans-collection.torch

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

adversarial ali context-encoder dcgan deep-learning gans generative-adversarial-network torch

Last synced: 05 Jul 2025

https://github.com/musyoku/LSGAN

Chainer implementation of Least Squares GAN (LSGAN)

dcgan gan lsgan

Last synced: 02 Apr 2025

https://github.com/yashk2810/dcgan-keras

Deep Convolutional Generative Adverserial Networks

dcgan keras tensorflow

Last synced: 30 Apr 2025

https://github.com/victordibia/tpudcgan

Train DCGAN with TPUs on Google Cloud

dcgan dcgan-tensorflow deep-learning gan machine-learning tpu

Last synced: 30 Jun 2025

https://github.com/kok202/apollogan

[pytorch] music generation project by GAN network

dcgan deep-learning gan music-composition pytorch

Last synced: 19 Apr 2025

https://github.com/musyoku/improved-gan

Chainer implementation of GAN / Deep Convolutional GAN (DCGAN) based on "Improved Techniques for Training GANs"

chainer dcgan gan

Last synced: 02 Apr 2025

https://github.com/nikhilroxtomar/dcgan-on-anime-faces

The respository contains the code for the Deep Convolutional Generative Adversarial Network (DCGAN) trained on the anime faces dataset.

dcgan dcgan-tensorflow gan

Last synced: 17 Jun 2025

https://github.com/bowenc0221/mxnet-gan

MXNet Implementation of DCGAN, Conditional GAN, pix2pix

cgan dcgan gan mxnet mxnet-gan pix2pix

Last synced: 26 Mar 2025

https://github.com/mingtaoguo/semantic-image-inpainting-face-inpainting-tensorflow

Simplely implement the paper 'Semantic Image Inpainting with Deep Generative Models' by TensorFlow

dcgan face-inpainting gan generative-models semantic-image-inpainting tensorflow

Last synced: 10 Jul 2025

https://github.com/aniketmaurya/pytorch-gans

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

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

Last synced: 11 Apr 2025

https://github.com/zhenye-na/pokemon-gan

🐼 Generating new Pokemons with Wasserstein DCGAN | TensorFlow Implementation

dcgan generative-adversarial-network pokemon-gan pytorch tensorflow

Last synced: 02 May 2025

https://github.com/adityajn105/facegan-generating-random-faces

Generate Random Faces which do not exists. I trained a Deep Convolution GAN (DCGAN) on 100k celebrities photos.

dcgan face-generation gan generative-adversarial-network unsupervised-deep-learning

Last synced: 13 Apr 2025

https://github.com/krshrimali/dcgan-celeba-pytorch-cpp

DCGAN Implementation using PyTorch in both C++ and Python

celeba computer-vision cpp dcgan deep-learning gan libtorch pytorch

Last synced: 04 Aug 2025

https://github.com/soumik12345/animegan

A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters

anime convolutional-neural-networks dcgan dcgan-tensorflow face gan generative-adversarial-network keras python tensorflow

Last synced: 12 May 2025

https://github.com/kedreamix/gan_step_by_step

GAN Step By Step -- GSBS,顾名思义,我希望我自己能够一步一步的学习GAN。GAN 又名 生成对抗网络,是最近几年很热门的一种无监督算法,他能生成出非常逼真的照片,图像甚至视频。GAN是一个图像的全新的领域,从2014的GAN的发展现在,在计算机视觉中扮演这越来越重要的角色,并且到每年都能产出各色各样的东西,GAN的理论和发展都蛮多的。我感觉最近有很多人都在学习GAN,但是国内可能缺少比较多的GAN的理论及其实现,所以我也想着和大家一起学习,并且提供主流框架下 **pytorch,tensorflow,keras** 的一些实现教学。 在一个2016年的研讨会,`杨立昆`描述生成式对抗网络是“`机器学习这二十年来最酷的想法`”。

cgan dcgan gan pytorch

Last synced: 30 Apr 2025

https://github.com/dalageo/ganscapegenerator

Generating Landscapes Using DCGAN and StyleGAN3 🏞️

dcgan deep-learning gan image-generation nvidia nvidia-ngc python pytorch stylegan stylegan3

Last synced: 24 Jul 2025

https://github.com/matesxs/gan-playground

This repository is about different types of GANs in pytorch, their proper settings and training results

celeba-dataset condgan conditional-gan cycle-gan dcgan deep-learning gan generative-adversarial-network mnist-dataset pix2pix progan python python3 pytorch training wgan wgan-gp

Last synced: 02 Apr 2025

https://github.com/musyoku/unrolled-gan

Chainer implementation of Unrolled GAN

chainer dcgan gan

Last synced: 02 Apr 2025

https://github.com/musyoku/began

Chainer implementation of Boundary Equilibrium GAN

began dcgan

Last synced: 02 Apr 2025

https://github.com/sbatururimi/deeplearning

A reference folder mapping some of my deep-learning repositories: RNN, GAN, DCGAN, seq2seq, Transfer learning, Autoencoders, Semi-supervised learning

anaconda autoencoder dcgan deep-learning gan jupyter-notebook neural-network notebook python q-learning rnn semi-supervised-learning transfer-learning

Last synced: 15 Apr 2025

https://github.com/maximellerbach/car-dcgan-keras

my implementation of DCGAN with keras, trained on car dataset

dcgan gan generative-adversarial-network keras

Last synced: 28 Apr 2025

https://github.com/t-almeida/gan-study

Here i present several GAN models in format of notebook implemented with tensorflow using the layers API

cgan cnn dcgan gan generative-adversarial-network notebook tensorflow

Last synced: 04 Jul 2025

https://github.com/sksq96/dcgan

A PyTorch implementation of "Deep Convolutional Generative Adversarial Networks" with Multiple Discriminator.

dcgan generative-adversarial-network pytorch

Last synced: 11 Jun 2025

https://github.com/matin-ghorbani/celeb-a-gan-tensorflow

Implement a GAN for Celeb_a dataset to generate celebrities faces with expert mode of TensorFlow

celeba dcgan deep-learning gan generative-ai tensorflow

Last synced: 10 Oct 2025

https://github.com/mostafaelaraby/gan-random-projection-pytorch

A notebook explaining the difference between DCGAN and using multiple random projections to train several discriminators

dcgan gan

Last synced: 25 Jun 2025

https://github.com/matin-ghorbani/fashion-mnist-gan

Implement a GAN for Fashion Mnist dataset to generate digits

dcgan deep-learning fashion-mnist gan generative-ai tensorflow

Last synced: 17 Aug 2025

https://github.com/shub-garg/fashionmnist-dcgan-generative-adversarial-networks-for-fashion-image-generation

This repository contains an implementation of a Deep Convolutional Generative Adversarial Network (DCGAN) trained on the FashionMNIST dataset. The project aims to generate realistic images of clothing items using a GAN architecture. It includes model definitions, training scripts, and visualizations of generated images at various training stages.

artificial-intelligence dcgan deeplearning fashionmnist gan generative-adversarial-network pytorch tensorflow

Last synced: 13 Apr 2025

https://github.com/dataxujing/dcgan_pytorch

:art::art:基于PyTorch的生成对抗网络DCGAN的训练

dcgan gans pytorch

Last synced: 16 Aug 2025

https://github.com/beiyuouo/dcgan-for-qq-yellow-faces

🎃 DCGAN for QQ yellow emoji 用DCGAN生成QQ小表情包

dcgan python pytorch qq

Last synced: 28 Mar 2025

https://github.com/porimol/gan

Implemented GAN[DCGAN] using PyTorch

dcgan gan paper-implementations python pytorch

Last synced: 27 Nov 2025

https://github.com/manohara-ai/conditional_gan

Building a Conditional Generative Adversarial Network based on light weight GAN like DCGAN

conditional-gan dcgan gan mnist-dataset

Last synced: 03 Aug 2025

https://github.com/nikhilroxtomar/gan-in-tensorflow

Implementation of different GANs using TensorFlow

conditional-gan dcgan gan generative-adversarial-network

Last synced: 06 Mar 2025