Improving Fire and Smoke Detection with You Only Look Once 11 and Multi-Scale Convolutional Attention

Improving Fire and Smoke Detection with You Only Look Once 11 and Multi-Scale Convolutional Attention

Fires pose significant threats to human safety, health, and property. Traditional methods, with their inefficient use of features, struggle to meet the demands of fire detection. You Only Look Once (YOLO), as an efficient deep learning object detection framework, can rapidly locate and identify fire...

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Bibliographic Details
Main Authors: Yuxuan Li, Lisha Nie, Fangrong Zhou, Yun Liu, Haoyu Fu, Nan Chen, Qinling Dai, Leiguang Wang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Fire
Subjects:
fire and smoke object detection
YOLO11
wildfire
attention mechanism
Online Access:https://www.mdpi.com/2571-6255/8/5/165
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