A 96-year-old woman died and 10 people were sickened and taken to hospitals, including seven Bloom Township firefighters.

Abstract: Accurate and timely forest fire detection is critical for early warnings and effective wildfire containment, safeguarding both ecological systems and human lives. However, in the early ...

Abstract: To address the current challenges in fire detection algorithms, including insufficient feature extraction, high computational complexity, limited deployment on resource-constrained devices, ...

Project Description This project uses YOLOv8 for object detection and an Arduino Uno (or Mega) to control an LED. If an electronic device is detected in the camera feed, the LED glows. The system ...

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