6287 Open source projects that are alternatives of or similar to Pytorch Gan

Simple Implementation of many GAN models with PyTorch.

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

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

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

On the "steerability" of generative adversarial networks

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

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

a tensorflow implementation of WGAN

でぃーぷらーにんぐを無限にやってディープラーニングでDeepLearningするための実装CheatSheet

Visualization of GAN training process

A stable algorithm for GAN training

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

pytorch 包教不包会

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

由淺入深的深度學習資源 Collection of deep learning materials for everyone

PyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)

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

Little More Advanced TensorFlow Implementations

The implementation of Relativistic average GAN with Keras

This is the research product of the thesis manifold Learning of Latent Space Vectors in GAN for Image Synthesis. This has an application to the research, name a facial recognition system. The application was developed by consulting the FaceNet model.

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Privacy-preserving generative deep neural networks support clinical data sharing

A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.

Spectral Normalization for Keras Dense and Convolution Layers

Tensorflow implementation of different GANs and their comparisions

Material for the tutorial: "Deep Diving into GANs: from theory to production"

코딩셰프의 3분 딥러닝, 케라스맛

A DCGAN that generate Cat pictures 🐱‍💻

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

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

Chainer implementation of the Wesserstein GAN

GANs Implementations in Keras

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

DCGAN image generator 🖼️.

Solve captcha without manually labeling a training set

Collection of generative models in Tensorflow

Synthetic Data Generation for tabular, relational and time series data.

A collection of deep learning tutorials using Tensorflow and Python

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

Awesome Generative Adversarial Networks with tensorflow

An implementation of Pix2Pix in Tensorflow for use with frames from films

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Neural Paiters

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

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Discovering Interpretable GAN Controls [NeurIPS 2020]

Chainer implementation of Wasserstein GAN

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

Periodic Spatial Generative Adversarial Networks

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

Projecting images to latent space with StyleGAN2.

StarNet

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

Deploy and scale serverless machine learning app - in 4 steps.

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

🙄 Difficult algorithm, Simple code.

A repository to keep track of all the code that I end up writing for my blog posts.

DCGAN face generator 🧑.