Article

Real-time detection of fires and smoke in healthcare facilities using advanced deep learning models on live video streams of surveillance cameras

2026-03-24

Abstract excerpt

<title>Abstract</title> <p>Fires in healthcare facilities pose a critical risk to patients and staff, yet conventional detection systems often respond slowly and cannot operate in real time. This study proposes an AI-driven fire and smoke detection system leveraging existing CCTV networks and advanced deep learning models for rapid hazard recognition.We focus on YOLOv11, the latest in the YOLO object detection fa...

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Literature Corpus work: ce8ce928-ba97-5464-802b-8158f6d611a4
DOI: 10.21203/rs.3.rs-8815873/v1

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Real-time detection of fires and smoke in healthcare facilities using advanced deep learning models on live video streams of surveillance camerasDOI 10.21203/rs.3.rs-8815873/v1Read

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