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Keywords: Fire detection
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Journal Articles
Sensor Review (2026) 46 (4): 662–673.
Published: 19 December 2025
... and buzzer). The Raspberry Pi runs a YOLOv9 deep learning model locally on a camera feed for real-time fire detection. A mobile application provides user oversight and manual control. The system’s performance was validated through experimental testing, measuring detection accuracy, response times and IAQ...
Journal Articles
Sensor Review (2013) 33 (2): 99–103.
Published: 22 March 2013
...Rob Bogue Purpose This paper aims to describe the sensors used in fire detection products and systems. Design/methodology/approach Following an introduction, this paper discusses the sensors used for fire detection according to the variables measured. It considers the sensing of smoke...

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