ESFD-YOLOv8n: Early Smoke and Fire Detection Method Based on an Improved YOLOv8n Model

Ensuring fire safety is essential to protect life and property, but modern infrastructure and complex settings require advanced fire detection methods. Traditional object detection systems, often reliant on manual feature extraction, may fall short, and while deep learning approaches are powerful, t...

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Bibliographic Details

Published in:	Fire
Main Authors:	Dilshodjon Mamadaliev, Philippe Lyonel Mbouembe Touko, Jae-Ho Kim, Suk-Chan Kim
Format:	Article
Language:	English
Published:	MDPI AG 2024-08-01
Subjects:	early smoke and fire detection YOLOv8n residual block GELAN WIoUv3 artificial intelligence
Online Access:	https://www.mdpi.com/2571-6255/7/9/303