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Forests· 2021Q1

A Forest Fire Detection System Based on Ensemble Learning

Renjie Xu, Haifeng Lin, Kangjie Lu, Lin Cao et al.

Short summary

A novel ensemble learning method integrates Yolov5, EfficientDet, and EfficientNet to improve forest fire detection accuracy by 2.5-10.9% and reduce false positives by 51.3% without adding latency.

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Field: Safety, Risk, Reliability and Quality

Safety, Risk, Reliability and QualityEngineering