CapsNet-tensorflow-jupyterA 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.
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CapsNetEmpirical studies on Capsule Network representation and improvements implemented with PyTorch.
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Capsnet KerasA Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.
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Capsnet TensorflowA Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
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Capsnet Traffic Sign ClassifierA Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
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Variational Capsule RoutingOfficial Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
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heinsen routingOfficial implementation of "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019) in PyTorch.
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Capsnet Visualization🎆 A visualization of the CapsNet layers to better understand how it works
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Capsule Net Pytorch[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
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CapslayerCapsLayer: An advanced library for capsule theory
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Capsule GanCode for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
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capsnet.mxnetMXNet implementation of CapsNet
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tf CapsNetA tensorflow implementation for CapsNet
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LightCapsNetA Matlab implementation of the capsule networks (or capsnet).
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Matrix Capsules With Em RoutingA TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
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Capsnet NlpCapsNet for NLP
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Capsnet PytorchPyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
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Dynamic routing between capsulesImplementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
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CapsnetCapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
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CapsNet-Fashion-MNISTCapsule Network on Fashion MNIST dataset
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