Research on Forest Fire Detection Algorithm Based on Improved YOLOv5

Forest fires are one of the world’s deadliest natural disasters. Early detection of forest fires can help minimize the damage to ecosystems and forest life. In this paper, we propose an improved fire detection method YOLOv5-IFFDM for YOLOv5. Firstly, the fire and smoke detection accuracy and the net...

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Bibliographic Details
Main Authors: Jianfeng Li, Xiaoqin Lian
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Machine Learning and Knowledge Extraction
Subjects:
Online Access:https://www.mdpi.com/2504-4990/5/3/39

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