32 Open Source Capsnet Software Projects

A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017

A PyTorch implementation of CapsNet based on NIPS 2017 paper "Dynamic Routing Between Capsules"

A tensorflow implementation for CapsNet

[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

Capsule Network on Fashion MNIST dataset

A simple tensorflow implementation of CapsNet (by Dr. G. Hinton), based on my understanding. This repository is built with an aim to simplify the concept, implement and understand it.

A tutorial-style implementation of CapsNet in PyTorch

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

MXNet implementation of CapsNet

CapsuleNet Tensorflow

A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)

Another implementation of Hinton's capsule networks in tensorflow.

Easy to understand Pytorch implementation of Capsule Networks in Jupyter notebook.

CapsLayer: An advanced library for capsule theory

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

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

PyTorch Capsule Layer

Unofficial implementation of Capsule Networks, Dynamic Routing between capsules (by tensorflow)

🎆 A visualization of the CapsNet layers to better understand how it works

Keras and tensorflow implementation of capsule network.

Capsule networks can defend against adversarial attacks using reconstruction error

CapsNet for NLP

Empirical studies on Capsule Network representation and improvements implemented with PyTorch.

Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project

A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).

"Capsule Networks against Medical Imaging Data Challenges" - [email protected] 2018

Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf

3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation (MICCAI 2021)