455 Open source projects that are alternatives of or similar to Tgan

Benchmarking synthetic data generation methods.

Conditional GAN for generating synthetic tabular data.

chainer implementation of pix2pix

Page to PAGE Layout Analysis Tool

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

Software that can autocomplete sketches as the user starts drawing.

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

in progress

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

Code for "A-NICE-MC: Adversarial Training for MCMC"

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Tensorflow implementation of PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

A DCGAN to generate anime faces using custom mined dataset

Awesome GAN for Medical Imaging

Personalized Fashion Recommendation and Generation

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Masking GAN - Image attribute mask generation

Anime Generation

A list of all named GANs!

OpenMMLab Image and Video Editing Toolbox

Code for paper "SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis"

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

Tensorflow re-implementation of GAN for text summarization

🍞🔡 The Powerful Component to Display and Edit Data. Experience the Ultimate Data Transformer!

Generative Adversarial Networks and Autoencoders for 3D Shapes

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

MMD-GAN: Towards Deeper Understanding of Moment Matching Network

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

A PyTorch implementation for StyleGAN with full features.

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Pytorch deep learning face frontalization model

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

🎎 InfoGAN: Interpretable Representation Learning

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data

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

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

Semantic Image Inpainting

🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

Handwritten Chinese Characters Generation

Focal Frequency Loss for Generative Models

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Unsupervised anomaly detection with generative model, keras implementation

A web porting for NVlabs' StyleGAN.

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

DCGAN image generator 🖼️.

csvreader library / gem - read tabular data in the comma-separated values (csv) format the right way (uses best practices out-of-the-box with zero-configuration)

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