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Top 8 capsule-networks open source projects

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

✭ 1,618

python machine-learning pytorch mnist capsule-networks

Speech-Command-Recognition-with-Capsule-Network

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

✭ 20

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

cvaecaposr

Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ballan, arXiv:2104.09159, 2021.

✭ 29

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

TensorMONK

A collection of deep learning models (PyTorch implemtation)

Kapsul-Aglari-ile-Isaret-Dili-Tanima

Recognition of Sign Language using Capsule Networks

✭ 42

python Jupyter Notebook keras machinelearning deeplearning signlanguage capsule-networks

SegCaps

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

✭ 62

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

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.

✭ 33

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

DeepCaps-PyTorch

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

✭ 26

python pytorch capsule-networks

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