Early detection of forest and land fires is essential for reducing environmental damage, economic losses, and risks to human safety. Recent advances in deep learning have enabled automated fire and ...
PVFire-YOLO, a real-time detection framework with attention-enhanced multiscale fusion, reaches 87.4% mean average precision on a new photovoltaic fire dataset while cutting reflection-induced false ...
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