32 Open Source Capsnet Software Projects
Free and open source capsnet code projects including engines, APIs, generators, and tools.
Capsnet Tensorflow 3781 ⭐
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
Capsnet Keras 2437 ⭐
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
Adambielski Capsnet Pytorch 462 ⭐
PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
Loretoparisi Capsnet 424 ⭐
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
Capsnet Visualization 383 ⭐
🎆 A visualization of the CapsNet layers to better understand how it works
Dynamic_routing_between_capsules 200 ⭐
Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
Capsnet Traffic Sign Classifier 171 ⭐
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
Capsule Net Pytorch 162 ⭐
[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
Capsnet 147 ⭐
A PyTorch implementation of CapsNet based on NIPS 2017 paper "Dynamic Routing Between Capsules"
Capsule Gan 119 ⭐
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
Matrix Capsules With Em Routing 80 ⭐
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
Capsulesem 60 ⭐
A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)
Variational Capsule Routing 95 ⭐
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
Ethanleet Capsnet 37 ⭐
Empirical studies on Capsule Network representation and improvements implemented with PyTorch.
Capsnet Tensorflow Jupyter 16 ⭐
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.
Capsule Networks Medical Data Challenges 12 ⭐
"Capsule Networks against Medical Imaging Data Challenges" - [email protected] 2018
Capsnet Tf 11 ⭐
Unofficial implementation of Capsule Networks, Dynamic Routing between capsules (by tensorflow)
Capsule Networks Notebook Mnist 9 ⭐
Easy to understand Pytorch implementation of Capsule Networks in Jupyter notebook.
Capsnet Adversarial 10 ⭐
Capsule networks can defend against adversarial attacks using reconstruction error