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Intelligent Sockets for Home Automation and Security: An Approach Through IoT and Image Processing
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Author(s): Bharath V. N. (JSS Science and Technology University, India), Adyanth H. (JSS Science and Technology University, India), Shreekanth T. (JSS Science and Technology University, India), Nalina Suresh (University of Namibia, India)and Ananya M. B. (JSS Science and Technology Universit, India)
Copyright: 2019
Pages: 28
Source title:
The IoT and the Next Revolutions Automating the World
Source Author(s)/Editor(s): Dinesh Goyal (Poornima Institute of Engineering & Technology, India), S. Balamurugan (QUANTS Investment Strategy & Consultancy Services, India), Sheng-Lung Peng (National Dong Hwa University, Taiwan)and Dharm Singh Jat (Namibia University of Science and Technology, Namibia)
DOI: 10.4018/978-1-5225-9246-4.ch016
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Abstract
The intelligent sockets are an advancement in approach to better the features and convenience offered by the existing switchboards. All updates to the board are done via a separately kept server for the web interface which connects to the home network. The features provided to the user can be bettered progressively via software updates. Features like timers which work in both automatic and manual mode, security aspect via surveillance and facial recognition, overload and usage logging with the help of the current sensor is provided. The data is also verified with the actual meter for accuracy and as a check for tampering. The data so gathered can also be used for prediction using machine learning. System first classifies various types of analog meters. Right now, the lbph classifier is trained to detect analog meter with needle and Analog meter with text readings.
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