440 Open source projects that are alternatives of or similar to Keras Dcgan

Simple Implementation of many GAN models with PyTorch.

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

Chainer implementation of Wasserstein GAN

Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

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

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Train DCGAN with TPUs on Google Cloud

A DCGAN that generate Cat pictures 🐱‍💻

GAN in Tensorflow to be run via Linux command line

Image-to-image translation with conditional adversarial nets

Interactive Image Generation via Generative Adversarial Networks

爬虫+脸部识别+DCGAN脸部自动生成

Awesome Generative Adversarial Networks with tensorflow

DCGAN face generator 🧑.

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

Study Friendly Implementation of DCGAN in Tensorflow

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

DCGAN Implementation using PyTorch in both C++ and Python

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

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

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

Generate cat images with neural networks

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

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

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

PyTorch Implementation of DCGAN trained on the CelebA dataset.

Periodic Spatial Generative Adversarial Networks

The Simplest DCGAN Implementation

DCGAN image generator 🖼️.

Semantic Image Inpainting

GANs Implementations in Keras

Tensorflow implementation of different GANs and their comparisions

基于keras使用dcgan自动生成动漫头像

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

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

[CVPR 2018] Tensorflow implementation of NAG : Network for Adversary Generation

An AI for Music Generation

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

Synthesizing and manipulating 2048x1024 images with conditional GANs

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

Voice Conversion with GANs

Unsupervised Neural Text Simplification

InstaGAN: Instance-aware Image Translation (ICLR 2019)

a tensorflow implementation of WGAN

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

Resources on Music Generation with Deep Learning

Advanced Deep Learning with Keras, published by Packt

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

深度学习入门教程, 优秀文章, Deep Learning Tutorial

A collection of deep learning tutorials using Tensorflow and Python

Awesome paper list with code about generative adversarial nets

PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.