Precision-Boosted Forest Fire Target Detection via Enhanced YOLOv8 Model

Precision-Boosted Forest Fire Target Detection via Enhanced YOLOv8 Model

Forest fires present a significant challenge to ecosystems, particularly due to factors like tree cover that complicate fire detection tasks. While fire detection technologies, like YOLO, are widely used in forest protection, capturing diverse and complex flame features remains challenging. Therefor...

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Bibliographic Details
Main Authors: Zhaoxu Yang, Yifan Shao, Ye Wei, Jun Li
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
forest fire detection
YOLOv8
SCConv
deformable convolution
CoordAtt mechanism
WIoU v3
Online Access:https://www.mdpi.com/2076-3417/14/6/2413

Internet

https://www.mdpi.com/2076-3417/14/6/2413

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