Accurate real-time heat release rate (HRR) measurement is critical in fire safety engineering. This study proposes a cascaded deep learning framework integrating visual flame detection and ...

Wildfires are uncontrolled fires fuelled by dry conditions, high winds, and flammable materials that profoundly impact vegetation, leading to significant consequences including noteworthy changes to ...