Deep Learning based Smart Security Camera System using YOLO Algorithm in Security Setting

The proposed Deep Learning based Smart Security Camera System using Yolo Algorithm in Security Setting is designed to detect unusual behavior, like someone covering their face entirely, and responding to that by generating a beep sound to alert. Unlike older systems, it doesn’t just record incidents for later review it can recognize problems as it happens and take action right away. Even if someone wears a full face mask, this system notes them and raise an alarm immediately. It works by using an efficient algorithm called YOLO (You Only Look Once) to quickly know what’s happening in the live camera footage. That is, it can spot multiple objects in real time without slowing down. Overall, this security system is a step ahead in keeping areas safer. It is faster, as it can react to potential threats without needing as many human interventions.

Authors

Publication Details

Published
2024-10-23
DOI
https://doi.org/10.1109/icssas64001.2024.10761043
Citations
1
Primary Topic
Face recognition and analysis
Type
article
Field-Weighted Citation Impact
0.25
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article

Deep Learning based Smart Security Camera System using YOLO Algorithm in Security Setting

G Praveen Santhoshkumar, Pandi Vijayakumar, C Shwetha, M. Pyingkodi et al.
1 citations
Face recognition and analysis
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article

Deep Learning based Smart Security Camera System using YOLO Algorithm in Security Setting

G Praveen Santhoshkumar, Pandi Vijayakumar, C Shwetha, M. Pyingkodi, K Shruthi, S Sibitha
article en
1 citations

Abstract

The proposed Deep Learning based Smart Security Camera System using Yolo Algorithm in Security Setting is designed to detect unusual behavior, like someone covering their face entirely, and responding to that by generating a beep sound to alert. Unlike older systems, it doesn’t just record incidents for later review it can recognize problems as it happens and take action right away. Even if someone wears a full face mask, this system notes them and raise an alarm immediately. It works by using an efficient algorithm called YOLO (You Only Look Once) to quickly know what’s happening in the live camera footage. That is, it can spot multiple objects in real time without slowing down. Overall, this security system is a step ahead in keeping areas safer. It is faster, as it can react to potential threats without needing as many human interventions.

Openalex Percentile: Top 42%
Face recognition and analysis
0.25
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