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 Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph

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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 Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

machine-learning deep-learning tensorflow pytorch keras matplotlib aws kaggle pandas scikit-learn torch artificial-intelligence neural-network convolutional-neural-networks tensorflow-tutorials python-data ipython-notebook capsule-network

Capsule-Network-Tutorial - Pytorch easy-to-follow Capsule Network tutorial

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Part I: Intuition. Part II: How Capsules Work.

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

awesome-capsule-networks - A curated list of awesome resources related to capsule networks

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A curated list of awesome resources related to capsule networks maintained by AI Summary. Please pull a request if you are aware of additional resources.

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

capsule-net-pytorch - A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules"

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The current test error is 0.21% and the best test error is 0.20%. The current test accuracy is 99.31% and the best test accuracy is 99.32%. A Capsule is a group of neurons whose activity vector represents the instantiation parameters of a specific type of entity such as an object or object part.

capsnet capsule-network neural-networks pytorch dynamic-routing dynamic-routing-between-capsules hinton capsule

CapsNet_Tensorflow

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This repository contains different tests performed on a capsule network model. Example code to train the capsule_dynamic(CapsNet with dynamic routing) model on mnist dataset.

capsule-network affnist mnist fashion-mnist tensorflow

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

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This implementation is based on this paper: Dynamic Routing Between Capsules (https://arxiv.org/abs/1710.09829) from Sara Sabour, Nicholas Frosst and Geoffrey E. Hinton. During the training, the checkpoint is saved by default into the outputs/checkpoints/ folder. The exact path and name of the checkpoint is print during the training.

capsnet capsules-net capsule-network tensorflow deep-learning neural-network convolutional-neural-networks

Hands-On-Deep-Learning-Algorithms-with-Python - Hands-On Deep Learning Algorithms with Python, By Packt

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This is the code repository for Hands-On Deep Learning Algorithms with Python, published by Packt. Deep learning is one of the most popular domains in the AI space, allowing you to develop multi-layered models of varying complexities.

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