Open Source Libraries 👉Machine Learning 👉Capsnet

28 Open Source Capsnet Software Projects

Free and open source capsnet code projects including engines, APIs, generators, and tools.

Capsnet Tensorflow 3729 ⭐
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
Capsnet Keras 2376 ⭐
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
Adambielski Capsnet Pytorch 422 ⭐
PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
Loretoparisi Capsnet 414 ⭐
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
Capsnet Visualization 363 ⭐
🎆 A visualization of the CapsNet layers to better understand how it works
Capslayer 336 ⭐
CapsLayer: An advanced library for capsule theory
Dynamic_routing_between_capsules 201 ⭐
Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
Capsnet Traffic Sign Classifier 163 ⭐
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
Capsule Net Pytorch 156 ⭐
[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
Capsnet 134 ⭐
A PyTorch implementation of CapsNet based on NIPS 2017 paper "Dynamic Routing Between Capsules"
Capsule Gan 118 ⭐
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
Capsnet_guide_pytorch 102 ⭐
A tutorial-style implementation of CapsNet in PyTorch
Capsnet Fashion Mnist 86 ⭐
Capsule Network on Fashion MNIST dataset
Capsnet Nlp 67 ⭐
CapsNet for NLP
Matrix Capsules With Em Routing 69 ⭐
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
Capsulesem 58 ⭐
A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)
Variational Capsule Routing 62 ⭐
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
Mnist Baselines 52 ⭐
Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project
Capsnet.mxnet 30 ⭐
MXNet implementation of CapsNet
Ethanleet Capsnet 27 ⭐
Empirical studies on Capsule Network representation and improvements implemented with PyTorch.
Capsulelayer 22 ⭐
PyTorch Capsule Layer
Deepblacksky Capsnet Tensorflow 21 ⭐
CapsuleNet Tensorflow
Tf_capsnet 19 ⭐
A tensorflow implementation for CapsNet
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.
Capsnet Keras Imdb 15 ⭐
Capsules Tensorflow 15 ⭐
Another implementation of Hinton's capsule networks in tensorflow.
Capsule Networks Medical Data Challenges 10 ⭐
"Capsule Networks against Medical Imaging Data Challenges" - [email protected] 2018
Capsnet Tf 10 ⭐
Unofficial implementation of Capsule Networks, Dynamic Routing between capsules (by tensorflow)