A groundbreaking AI-powered drone system is revolutionizing fire detection in agricultural regions. By using lightweight models like MobileNetV2-SSD, drones can detect fires with 98% accuracy in real-time—far outpacing satellites and existing models like YOLO and Faster R-CNN. Tested across 4,500 scenes, this innovation enhances safety and enables proactive firefighting in climate-vulnerable farmlands. It’s a leap forward for smart agriculture and disaster resilience.
