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

Generating Videos with Scene Dynamics. NIPS 2016.

Given an image and a target viewpoint, generate synthetic image in the target viewpoint

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

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

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)

Interactive Image Generation via Generative Adversarial Networks

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

An AI for Music Generation

A clean and readable Pytorch implementation of CycleGAN

Curated list of awesome GAN applications and demo

The implementation of StyleGAN on PyTorch 1.0.1

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

PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)

Dataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"

Awesome Generative Adversarial Networks with tensorflow

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

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

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

Project Page of 'GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction' [CVPR2019]

Tensorflow implementation of CycleGAN

The Roadmap to Learn Generative Adversarial Networks (GANs)

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

Tensorflow implementation for Paper "Learning Residual Images for Face Attribute Manipulation"

Layers Outputs and Gradients in Keras. Made easy.

InstaGAN: Instance-aware Image Translation (ICLR 2019)

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

[ISBI'21] MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis

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

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

Official code for "Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content"，CVPR‘20 https://arxiv.org/abs/2003.05863

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

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

A curated list of awesome projects which use Machine Learning to generate synthetic content.

Handwritten digits classification from MNIST with TensorFlow on Android; Featuring Tutorial!

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

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

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

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

Implementation of ews weight constraint mentioned in recent Deep Mind paper: http://www.pnas.org/content/early/2017/03/13/1611835114.full.pdf

AoE (AI on Edge，终端智能，边缘计算) 是一个终端侧AI集成运行时环境 (IRE)，帮助开发者提升效率。

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

Code for deep generative prior (ECCV2020 oral)

Conditional GAN for generating synthetic tabular data.

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

A modern PyTorch implementation of SRGAN

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

Create Anime Characters with MakeGirlsMoe

The Simplest DCGAN Implementation

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

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

Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU