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1D Convolutional Neural Network Models for Human Activity Recognition - MachineLearningMastery.com

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1D Convolutional Neural Network Models for Human Activity Recognition - MachineLearningMastery.com

Human activity recognition is the problem of classifying sequences of accelerometer data recorded by specialized harnesses or smart phones into known well-defined movements. Classical approaches to the problem involve hand crafting features from the time series data based on fixed-sized windows and training machine learning models, such as ...

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