484 Open source projects that are alternatives of or similar to Tensorflow_DCGAN

Tensorflow implementation of different GANs and their comparisions

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

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

Simple Implementation of many GAN models with PyTorch.

DCGAN Implementation using PyTorch in both C++ and Python

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

Periodic Spatial Generative Adversarial Networks

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

DCGAN face generator 🧑.

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

基于keras使用dcgan自动生成动漫头像

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

Modified h5tool.py make user getting celeba-HQ easier

PyTorch Implementation of DCGAN trained on the CelebA dataset.

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

[CVPR2020] Adversarial Latent Autoencoders

GAN in Tensorflow to be run via Linux command line

Interactive Image Generation via Generative Adversarial Networks

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

Awesome Generative Adversarial Networks with tensorflow

Image-to-image translation with conditional adversarial nets

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

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

GANs Implementations in Keras

Chainer implementation of Wasserstein GAN

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

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

Train DCGAN with TPUs on Google Cloud

爬虫+脸部识别+DCGAN脸部自动生成

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

Keras implementation of Deep Convolutional Generative Adversarial Networks

DCGAN image generator 🖼️.

A DCGAN that generate Cat pictures 🐱‍💻

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

Generate cat images with neural networks

The Simplest DCGAN Implementation

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

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

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Semantic Image Inpainting

A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"

Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset

Generative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)

InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

simple Generative Adversarial Networks base on matlab

An extremely simple generative adversarial network, built with TensorFlow

Pytorch implementation of CVPR2021 paper "MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation"

Official Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]

TensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"

Slimmable Generative Adversarial Networks (AAAI 2021)

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

Unofficial implementation of StyleGAN's generator

VapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)

Keras implementation of 3D Generative Adversarial Network.

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

[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization

A summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.

Spectral Normalization and Projection Discriminator