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Open access Sep 2026

Fire and Smoke Monitoring with Alert System for Enhancing Forest Security

Real-time forest fire detection requires the prompt and accurate identification of fire and smoke, enabling the timely generation of actionable alerts for verified detections. In this study, an approach to real-time detection of forest fires and smoke based on YOLOv11 vision model was proposed. It includes an efficient...

Vijayarajan S. M., P. R., P. G et al. · 0 citations

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