Smart Home Security Monitoring System based on Face Recognition and Android Application | IEEE Conference Publication | IEEE Xplore

Smart Home Security Monitoring System based on Face Recognition and Android Application


Abstract:

Facial recognition is important concept when it comes to identification and security. The traditional ways of securing homes like the use of locks and keys are inefficien...Show More

Abstract:

Facial recognition is important concept when it comes to identification and security. The traditional ways of securing homes like the use of locks and keys are inefficient. Developing a security system using artificial intelligence (AI) that will monitor the surroundings and act in case of emergencies is vital. This paper proposes a smart home security monitoring system that can make decisions based on facial recognition technology. It is implemented using Mediapipe for face detection and FaceNet model for facial feature extraction. The proposed face recognition model is 80.55% accurate. An android application is developed which allows user to interact with the system even from remote distances. A door opening mechanism is implemented with the help of ESP8266. With the aid of the feedback from the reed switch, an alarm sounds when someone tries to break into the residence. The developed system provides a whole new security approach by discarding the need for traditional methods of security. The accuracy of the system is 80.55%.
Date of Conference: 05-07 January 2023
Date Added to IEEE Xplore: 01 March 2023
ISBN Information:
Conference Location: Bengaluru, India

I. Introduction

Robberies, burglaries, and thefts persist in disrupting people's lives despite a substantial advancement in the monitoring sector. According to a report in the Times of India, there is a break-in, robbery, or burglary in India every three minutes. In 2017 the National Crime Records Bureau recorded 2,44,119 cases of robbery, theft, burglary, and dacoity, among other crimes in residential premises. This was an increase of more than 10% over 2016 when there were 2,20,854 such cases. Property taken from residential properties was worth more than Rs. 2065 crores in 2017, up 40% from the Rs. 1,475 crores taken the year before. A theft or break-in can have negative financial and emotional effects. While financial loss might be recovered, emotional suffering might not be. In such a situation, adopting home security technology ensures safety.

References

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