Forest Fire Detection using Deep Learning

Abstract

The threat posed by forest fires to humanity has increased. In addition to giving a lot of living things a place to live and protection, they have also been a significant source of food, wood, and a lot of other goods. Throughout the dawn of time, woods have been integral to social, economic, and religious endeavors and have improved human life in numerous tangible and intangible ways. We must exercise sufficient caution when making decisions that could ultimately result in a tragic outcome if we want to safeguard our environment from these forest fires that are spreading quickly. Thus, we suggest an image identification technique based on convolutional neural networks for the early detection of forest fires (CNN).