- #Human Activity Detection Matlab Code pdf#
- #Human Activity Detection Matlab Code android#
- #Human Activity Detection Matlab Code download#
#Human Activity Detection Matlab Code download#
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You can check out the jupyter notebook that goes along to follow all the steps which have been taken to build and export the model.
#Human Activity Detection Matlab Code android#
Finally the model has been exported in protobuf format to be used in android app for on-device inference. An LSTM learner has been employed for classification task which achieved an accuracy of 98% on valdiation data. The dataset contains data for seven activities of daily living including biking, downstairs, jogging, sitting, standing, upstairs, and walking. which is available for download from here. The classifier has been trained and validated on "Sensors Activity Dataset" by Shoaib et al. The model has been built with Keras deep learning library.
#Human Activity Detection Matlab Code pdf#
Google Patents Method for human only activity detection based on radar signalsĭownload PDF Info Publication number US7924212B2 US7924212B2 US12/538,516 US53851609A US7924212B2 US 7924212 B2 US7924212 B2 US 7924212B2 US 53851609 A US53851609 A US 53851609A US 7924212 B2 US7924212 B2 US 7924212B2 Authority US United States Prior art keywords output signal signal human acoustic radar sensor Prior art date Legal status (The legal status is an assumption and is not a legal conclusion.This is the source code for a sensor-based human activity recognition android app. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.) Active Application number US12/538,516 Other versions US20110032139A1 #HUMAN ACTIVITY DETECTION MATLAB CODE PDF# ( en Inventor Diego Benitez Zhaozhang Jin Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.) Original Assignee Robert Bosch GmbH Priority date (The priority date is an assumption and is not a legal conclusion.
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