DSS-YOLO: an improved lightweight real-time fire detection model based on YOLOv8

Abstract Fire disasters pose significant risks to human life, economic development, and social stability. The early stages of a fire, often characterized by small flames, diffuse smoke, and obstructed objects, can lead to challenges such as missed detections and poor real-time performance. To addres...

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Bibliographic Details
Main Authors: Hongjie Wang, Xiaoyang Fu, Zixuan Yu, Zhifeng Zeng
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-93278-w
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