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Top 31 capsule-network open source projects

Artificial Intelligence Deep Learning Machine Learning Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Capsnet Keras

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

✭ 2,428

python keras capsule-network capsnet capsule dynamic-routing capsnet-keras

Adv attack capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

✭ 169

python tensorflow capsule-network

Capsnet Traffic Sign Classifier

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

✭ 166

jupyter-notebook deep-learning tensorflow neural-network convolutional-neural-networks capsule-network capsnet

Capsule Net Pytorch

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

✭ 158

python pytorch neural-networks capsule-network capsnet

Pytorch Asr

ASR with PyTorch

✭ 124

python pytorch speech-recognition resnet speech decoder asr densenet kaldi ctc capsule-network

Capsule Gan

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

✭ 120

python jupyter-notebook keras gan generative-adversarial-network capsule-network capsnet

Capse

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

✭ 114

python knowledge-graph knowledge-base capsule-network

Deep Learning With Csharp And Cntk

Deep Learning with C# and CNTK

✭ 108

python deep-learning capsule-network

Novel Deep Learning Model For Traffic Sign Detection Using Capsule Networks

capsule networks that achieves outstanding performance on the German traffic sign dataset

✭ 88

jupyter-notebook deeplearning autonomous-driving autonomous-vehicles computervision capsule-network

Variational Capsule Routing

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

✭ 84

python machine-learning pytorch computer-vision neural-networks capsule-network capsnet

Capsnet tensorflow

✭ 72

python tensorflow mnist capsule-network

Nn encapsulation

Capsule research with our trivial contribution

✭ 53

python capsule-network

Lung Diseases Classifier

Diseases Detection from NIH Chest X-ray data

✭ 52

jupyter-notebook keras cnn kaggle udacity capsule-network

Capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

✭ 1,008

python deep-learning machine-learning pytorch tensorflow research sklearn convolution capsule-network

Awesome Capsule Networks

A curated list of awesome resources related to capsule networks

✭ 896

deep-learning awesome-list computer-vision neural-networks capsule-network

Capsule Network Tutorial

Pytorch easy-to-follow Capsule Network tutorial

✭ 722

jupyter-notebook pytorch clean-code easy-to-use pytorch-tutorials capsule-network

Capsnet Tensorflow

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

✭ 3,776

python r tensorflow capsule-network capsnet routing-algorithm capsule dynamic-routing

Capsnet Visualization

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

✭ 371

python machine-learning tensorflow tutorial visualization ai capsule-network capsnet

Capslayer

CapsLayer: An advanced library for capsule theory

✭ 351

python tensorflow capsule-network capsnet

Capsule net pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

✭ 301

jupyter-notebook pytorch pytorch-tutorial capsule-network

Hands On Deep Learning Algorithms With Python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

✭ 272

jupyter-notebook tensorflow autoencoder gans word-embeddings cyclegan gru capsule-network

Hands-On-Deep-Learning-Algorithms-with-Python

Hands-On Deep Learning Algorithms with Python, By Packt

✭ 76

Jupyter Notebook machine-learning deep-learning deep-learning-algorithms rnn-tensorflow cnn-architecture cycle-gan capsule-network few-shot-learning stack-gan tensorflow-2 nadam

EasyRec

A framework for large scale recommendation algorithms.

heinsen routing

Official implementation of "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019) in PyTorch.

✭ 41

Jupyter Notebook python paper pytorch routing-algorithm capsule-network capsules em-routing heinsen-routing

capsules-tensorflow

Another implementation of Hinton's capsule networks in tensorflow.

✭ 18

python hinton capsnet capsule-network capsules capsnet-tensorflow

me recognition

CapsuleNet for Micro-expression Recognition (IEEE FG 2019)

✭ 56

python capsule capsule-network samm micro-expression-recognition capsulenet fg2019 casme2 smic

CapsNet-tensorflow-jupyter

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.

✭ 16

Jupyter Notebook python tensorflow vector capsule hinton dynamic-routing capsnet capsule-network

CapsNet

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

✭ 39

python Jupyter Notebook visualization pytorch hinton capsnet capsule-network dynamic-routing-between-capsules

Subject-and-Sentiment-Analysis

汽车行业用户观点主题及情感识别

✭ 24

python sentiment-analysis text-classification keras capsule-network mutilabel

LightCapsNet

A Matlab implementation of the capsule networks (or capsnet).

✭ 47

matlab capsule-network

1-31 of 31 capsule-network projects