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%.

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

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

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

CapsLayer: An advanced library for capsule theory

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

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

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

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

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

A tutorial-style implementation of CapsNet in PyTorch

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

Capsule Network on Fashion MNIST dataset

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

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

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

CapsNet for NLP

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

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

PyTorch Capsule Layer

MXNet implementation of CapsNet

CapsuleNet Tensorflow

A tensorflow implementation for CapsNet

Another implementation of Hinton's capsule networks in tensorflow.

"Capsule Networks against Medical Imaging Data Challenges" - LABELS@MICCAI 2018

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.

No description provided.

A novel data augmentation method based on Cycle-GAN, and a new offline handwritten signature verification system based on CapsNet.

Capsule networks can defend against adversarial attacks using reconstruction error