625 Open source projects that are alternatives of or similar to Generative Models

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

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Gluon CV Toolkit

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

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

Synthesizing and manipulating 2048x1024 images with conditional GANs

T2F: text to face generation using Deep Learning

🤖🖌️ Generate photo-realistic textures based on source images. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.

Generative Adversarial Text to Image Synthesis / Please Star -->

Implementation of the mixup training method

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

The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.

《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville

MSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)

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

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

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

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

Awesome Generative Adversarial Networks with tensorflow

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

Little More Advanced TensorFlow Implementations

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

Generate cat images with neural networks

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

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

Pytorch implementation of LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS (BigGAN)

Dataset to assess the disentanglement properties of unsupervised learning methods

BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。

in progress

GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

a tensorflow implementation of WGAN

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

Recurrent Variational Autoencoder that generates sequential data implemented with pytorch

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

Pytorch implementation of β-VAE

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

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

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

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

This repository contains a new generative model of chatbot based on seq2seq modeling.

PyTorch code for "PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer" (CVPR 2020 Oral)

Densely Connected Pyramid Dehazing Network (CVPR'2018)

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)

Resources on Music Generation with Deep Learning

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

GitHub repository for "Improving Video Generation for Multi-functional Applications"

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

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

Code for deep generative prior (ECCV2020 oral)

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.

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

MelGAN vocoder (compatible with NVIDIA/tacotron2)

Code used for texture synthesis using GAN

ICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro