662 Open source projects that are alternatives of or similar to Artgan

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

Showcasing various fun adventures with GANs

Code for GAN2Shape (ICLR2021 oral)

GAN in Tensorflow to be run via Linux command line

The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

Keras implementation of 3D Generative Adversarial Network.

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

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

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

InstaGAN: Instance-aware Image Translation (ICLR 2019)

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

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

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

cGAN-based Multi Organ Nuclei Segmentation

Image Deblurring using Generative Adversarial Networks

🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译，条件GAN，AI绘画

in progress

O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

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

Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

Image De-raining Using a Conditional Generative Adversarial Network

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

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

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

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

PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

OpenMMLab Image and Video Editing Toolbox

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

🖼 Create artwork from your casual sketch with GAN and style transfer

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

DeepNude Command Line Version With Watermark Removed

人像卡通化探索项目 (photo-to-cartoon translation project)

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

Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).

Creats new kinds of pokemons using WGAN!

pytorch implementation of "Mask-Guided Portrait Editing with Conditional GANs"

Tensorflow re-implementation of GAN for text summarization

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

A web porting for NVlabs' StyleGAN.

GANs for time series generation in pytorch

Tensorflow implementation of different GANs and their comparisions

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

generative adversarial nets for neural machine translation

Multimodal Unsupervised Image-to-Image Translation

This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !

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

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

Periodic Spatial Generative Adversarial Networks

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

Learning kernels to maximize the power of MMD tests

Software that can autocomplete sketches as the user starts drawing.

A Pytorch implementation of Stylegan2 with UNet Discriminator

An implement of Disentangled Representation Learning GAN for Pose-Invariant Face Recognition

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"

Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral