gram-ai/capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

Language: Python - Size: 778 KB - Last synced at: 27 days ago - Pushed at: over 6 years ago - Stars: 1,741 - Forks: 314

sekwiatkowski/awesome-capsule-networks

A curated list of awesome resources related to capsule networks

Size: 102 KB - Last synced at: 7 days ago - Pushed at: about 5 years ago - Stars: 978 - Forks: 197

loretoparisi/CapsNet

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

Size: 94.7 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 445 - Forks: 108

snknitin/DeepfakeCapsuleGAN

Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes

Language: Jupyter Notebook - Size: 41.4 MB - Last synced at: 7 days ago - Pushed at: almost 6 years ago - Stars: 132 - Forks: 53

IBM/matrix-capsules-with-em-routing

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

Language: Python - Size: 526 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 87 - Forks: 26

uhh-lt/BlurbGenreCollection-HMC

Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.

Language: Python - Size: 91.8 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 82 - Forks: 10

Cheng-Lin-Li/SegCaps

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

Language: Jupyter Notebook - Size: 108 MB - Last synced at: 1 day ago - Pushed at: over 6 years ago - Stars: 66 - Forks: 30

gyang274/capsulesEM

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

Language: Python - Size: 10.9 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 62 - Forks: 31

ayyucekizrak/Kapsul-Aglari-ile-Isaret-Dili-Tanima

Recognition of Sign Language using Capsule Networks

Language: Python - Size: 2.55 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 46 - Forks: 8

ShahinSHH/COVID-CAPS

A Capsule Network-based framework for identification of COVID-19 cases from chest X-ray Images

Language: Python - Size: 6.61 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 44 - Forks: 22

guglielmocamporese/cvaecaposr

Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ballan, ICCV, 2021.

Language: Python - Size: 2.33 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 42 - Forks: 8

deeplearningturkiye/kapsul-agi-capsule-network

Prof. Geoffrey Hinton’ın “Dynamic Routing Between Capsules” makalesindeki Kapsül Ağı (Capsule Network: CapsNet) algoritmasının Keras Uygulamasıdır.

Language: Python - Size: 35.2 KB - Last synced at: 5 days ago - Pushed at: over 7 years ago - Stars: 42 - Forks: 14

javiermcebrian/glcapsnet

Global-Local Capsule Network (GLCapsNet) is a capsule-based architecture able to provide context-based eye fixation prediction for several autonomous driving scenarios, while offering interpretability both globally and locally.

Language: Python - Size: 298 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 33 - Forks: 2

HopefulRational/DeepCaps-PyTorch

PyTorch Implementation of "DeepCaps: Going Deeper with Capsule Networks" by Jathushan Rajasegaran et al.

Language: Python - Size: 56.6 KB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 26 - Forks: 12

JaesungBae/Speech-Command-Recognition-with-Capsule-Network

Speech command recognition with capsule network & various NNs / KWS on Google Speech Command Dataset.

Language: Python - Size: 202 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 21 - Forks: 6

Tensor46/TensorMONK

A collection of deep learning models (PyTorch implemtation)

Language: Python - Size: 130 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 20 - Forks: 6

jchen42703/CapsNetsLASeg

Capsule Networks and Convolutional Neural Networks for the Automated Segmentation of Left Atrium in Cardiac MRI

Language: Python - Size: 13.3 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 10

prasunroy/cnn-on-degraded-images

:large_blue_diamond: Effects of Degradations on Deep Neural Network Architectures (official code).

Language: Python - Size: 1020 KB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 3

ameliajimenez/capsule-networks-medical-data-challenges

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

Language: Python - Size: 435 KB - Last synced at: 3 days ago - Pushed at: about 5 years ago - Stars: 16 - Forks: 3

lidq92/pytorch-capsule-networks 📦

PyTorch Implementation of Capsule Networks in NIPS2017 and ICLR2018

Language: Python - Size: 81.1 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 11 - Forks: 1

gsarti/cancer-detection

Team Capybara final project "Histopathologic Cancer Detection" for the Statistical Machine Learning course @ University of Trieste

Language: Jupyter Notebook - Size: 76.1 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 4

Officium/Capsules

CapsNet implementations with PyTorch.

Language: Python - Size: 35.2 KB - Last synced at: about 9 hours ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 1

JindongGu/GraCapsNet

A pytorch implementation of the AAAI2021 paper GraCapsNet: Interpretable Graph Capsule Networks for Object Recognition

Language: Python - Size: 26.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

tanishqgautam/Capsule-Networks

Pytorch Implementation of Capsule Networks

Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

rhymesg/CapsNet

Tensorflow implementation of capsule network (CapsNet) for traffic prediction.

Language: Python - Size: 10.5 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 7

noureldinalaa/Capsule-Networks

Simply explain and implement Capsule Networks on MNIST dataset using Pytorch.

Language: Jupyter Notebook - Size: 1.51 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 1

AahanSingh/Capsule-Networks

PyTorch Implementation of Capsule Networks

Language: Python - Size: 33.2 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 2

DanielLongo/CapsGAN

Capsule Network based GAN

Language: Python - Size: 7.99 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 3

adi5krish/Deep-Learning-Python-Notebooks

Deep Learning Python Notebooks

Language: Jupyter Notebook - Size: 83 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1

ragrag/CapsGAN-Colorization

Refined Image Colorization Using Capsule Generative Adversarial Networks

Language: Python - Size: 14.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

TennisGazelle/CUDA-CapsuleNetwork-Methods

A clean, pure C++/CUDA implementation of Capsule Networks, no cuDNN, TF, Keras, or libraries.

Language: C++ - Size: 24.1 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

meet-minimalist/Capsule-Network

Tensorflow Implementation of Capsule Networks

Language: Jupyter Notebook - Size: 1.89 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 3

EIDOSLAB/towards-efficient-capsule-networks

Language: Python - Size: 277 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

SathyasriS27/Automated-Crime-Detection

A crime detection and campus management system that helps in the detection, classification and subsequent mitigation of crimes occurring in a region of surveillance.

Language: Jupyter Notebook - Size: 447 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

abdulfatir/capsule-networks-pytorch

PyTorch implementation of Capsule Networks

Language: Python - Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 2

echelon2718/ViG-GNN-HAM10000

This repository contains the implementation and supplementary materials for the paper titled "Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks."

Language: Python - Size: 40 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

dalmia/CapsNet-Keras

Keras implementation of the NIPS 2017 paper "Dynamic Routing between Capsule"

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

JsFlo/CapsNet

A Tensorflow implementation of a Capsule Network that allows you to separate/export the decoder and modify or tweak the dimensions on an Android app

Language: Python - Size: 22.8 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

armiro/MSG-CapsGAN Fork of MahdiyarMM/MSG-CapsGAN

A KERAS implementation of Multi-Scale Gradient Capsule GAN for Super-Resolution

Language: Python - Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ghostdev-ai/Capsule-Networks-Pytorch

Implementation of the paper, Dynamic Routing Between Capsules.

Language: Jupyter Notebook - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

pedroheing/TCC

Language: Python - Size: 48.8 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

RickSanchezStoic/Brain-Tumor-Detection-Multilevel-Wavelet-CNN-and-Capsule

Brain Tumor Detection with the help of Multilevel Wavelet CNN and capsule networks.

Language: Jupyter Notebook - Size: 112 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

egesabanci/capsule-networks

:pill: CapsNets implementation according to the paper: Dynamic Routing Between Capsules - Sara Sabour, Nicholas Frosst, Geoffrey E Hinton

Language: Python - Size: 3.91 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

VikramShenoy97/Understanding-Capsule-Networks

Constructed and trained a capsule network to predict digits from the MNIST dataset.

Language: Python - Size: 40.2 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

hakhil/FaceCaps

Face recognition using Capsule Networks.

Language: Jupyter Notebook - Size: 83.3 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

Raman1121/OUR-2018

This repository contains the files created and used for the Opportunities for Undergraduate Research Program, 2018.

Language: Jupyter Notebook - Size: 8.29 MB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

mustafa-qamaruddin/pytorch-training-automation

PyTorch Deep Learning Training Automation Scripts

Language: Python - Size: 22.5 KB - Last synced at: 11 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

layog/capsnets-tensorflow

Implementation of Capsule networks (With Dynamic Routing Algorithm) based on Aurélien's implementation

Language: Jupyter Notebook - Size: 114 KB - Last synced at: 3 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

arnomoonens/capsule-networks 📦

Pytorch implementation of the "Dynamic Routing Between Capsules" paper.

Language: Python - Size: 18.6 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

imironhead/ml_capsules

capsule playground

Language: Python - Size: 2.95 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0