Faster & Smoother Detection of Forest Fire Using YOLO v3

The precise detection of fire in a virtual system, such as photos, movies, and live stream videos, is crucial for a variety of applications that use various methods. As the name suggests, fire detection can detect the spreading of the fire in the forest by any means, more precisely. To overcome the difficulties of such natural disasters as the Amazon fire or the great Australian bush fire, such scenarios were very devastating. We proposed a solution utilizing Machine Learning with the help of YOLO [4] which could get us out of this hefty situation by detecting fire as well as reporting in a generalized manner to spread the news of fire to the higher authorities or localities.