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capsule-networks

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gram-ai /capsule-networks

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

machine-learning pytorch mnist capsule-networks

UpdatedNov 9, 2018
Python

sekwiatkowski /awesome-capsule-networks

A curated list of awesome resources related to capsule networks

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

UpdatedFeb 24, 2020

loretoparisi /CapsNet

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

machine-learning lasagne mxnet chainer tensorflow keras pytorch mnist deeplearning capsnet capsule-networks

UpdatedNov 14, 2021

snknitin /DeepfakeCapsuleGAN

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

generative-adversarial-network mnist gans keras-neural-networks celeba-dataset cifar-10 capsule-networks

UpdatedJul 1, 2019
Jupyter Notebook

IBM /matrix-capsules-with-em-routing

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

hinton dynamic-routing capsnet capsules capsule-networks em-routing matrix-capsules

UpdatedFeb 15, 2023
Python

uhh-lt /BlurbGenreCollection-HMC

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

text-classification keras cnn lstm neural-networks hierarchy multi-label-classification capsule-networks acl2019 datset

UpdatedMar 25, 2023
Python

Cheng-Lin-Li /SegCaps

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

deep-learning tensorflow keras python3 coco segmentation 3d 2d capsule 2d-images mscoco-dataset capsule-networks image-seg-tool luna16 capsule-nets 3d-images seg-caps binary-image-segmentation

UpdatedAug 28, 2018
Jupyter Notebook

gyang274 /capsulesEM

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

tensorflow capsule hinton capsnet capsule-network capsules capsule-networks capsule-net capsules-net capsnet-tensorflow matrix-capsules capsules-em

UpdatedJan 22, 2018
Python

COVID-CAPS

ShahinSHH /COVID-CAPS

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

chest-xray-images medical-image-processing capsule-networks covid-19 covid-detection covid-xray

UpdatedNov 28, 2020
Python

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

Recognition of Sign Language using Capsule Networks

python keras machinelearning deeplearning signlanguage capsule-networks

UpdatedJul 17, 2018
Python

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.

incremental-learning variational-autoencoders capsule-networks openset-recognition

UpdatedMay 1, 2023
Python

deeplearningturkiye /kapsul-agi-capsule-network

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

geoffrey-hinton capsule-networks kapsul-agi

UpdatedDec 15, 2017
Python

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.

computer-vision deep-learning convolutional-neural-networks autonomous-driving autonomous-vehicles interpretability capsule-networks visual-attention context-specific

UpdatedDec 21, 2020
Python

HopefulRational /DeepCaps-PyTorch

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

pytorch capsule-networks

UpdatedDec 28, 2020
Python

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

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

speech-recognition keyword-spotting capsule-networks kws speech-command-recognition google-speech-command-dataset

UpdatedJan 28, 2019
Python

jchen42703 /CapsNetsLASeg

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

keras cnn segmentation convolutional-neural-networks cnn-keras medical-image-processing capsule-networks medical-image-segmentation

UpdatedDec 20, 2019
Python

Tensor46 /TensorMONK

A collection of deep learning models (PyTorch implemtation)

pytorch vae densenet resnet unet lookahead ssd-mobilenet inceptionv4 shufflenet sagan mobilenet-ssd capsule-networks pggan mobilenetv2 squeeze-and-excitation dice-loss efficientnet neural-decision-forest radam condconv

UpdatedAug 30, 2024
Python

prasunroy /cnn-on-degraded-images

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

convolutional-neural-networks deep-architectures capsule-networks image-degradation

UpdatedApr 30, 2024
Python

lidq92 /pytorch-capsule-networks

PyTorch Implementation of Capsule Networks in NIPS2017 and ICLR2018

pytorch capsule-networks

UpdatedMay 1, 2018
Python

ameliajimenez /capsule-networks-medical-data-challenges

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

deep-learning tensorflow mnist classification data-augmentation medical-image-analysis fashion-mnist capsnet capsule-networks data-challenges medical-datasets

UpdatedApr 9, 2020
Python

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