The global significance of home security has escalated in recent years due to the surging demand for improved safety measures. Many residential properties lack adequate security measures, resulting in an increased occ...
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ISBN:
(纸本)9789819754403;9789819754410
The global significance of home security has escalated in recent years due to the surging demand for improved safety measures. Many residential properties lack adequate security measures, resulting in an increased occurrence of unauthorized access and theft. Contemporary security systems employ motion detectors and cameras, but they grapple with distinguishing between authorized individuals and potential intruders. Consequently, these systems often fail to identify and report suspicious activities to homeowners or relevant authorities. This study aims to design and implement an innovative residential security system that leverages artificial intelligence (AI) and Internet of Things (IoT) technologies. This novel system integrates object detection algorithms with camera technology to fortify residential security measures. Unlike traditional systems, this technology excels at detecting human movement, prompting camera activation for recording and image capture, thereby bolstering home security. Advanced AI models, such as deep learning, analyze various aspects, including movement patterns, gestures, and photographs, to differentiate between household members, guests, and potential intruders. By utilizing a convolutionalneural network (CNN) algorithm, the system enhances its ability to identify trespassers while reducing false alarms. Through visual surveillance, the security camera distinguishes between authorized individuals and unauthorized trespassers. The study's goal is to enhance residential security by offering unmatched reliability, convenience, and efficiency. The primary aim of this system is to augment domestic security through the precise identification of authorized and unauthorized individuals and the prompt notification of homeowners and authorities regarding any suspicious activities, such as break-ins or intrusions.
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