Fire monitoring system

Abstract

A monitor image in a monitor region captured by a monitor camera is divided into a plurality of block images, which are inputted to a fire detector constituted by a multi-layer-type neural network so as to detect a fire. A learning image generation device divides a learning image in which a fire in the monitor region is captured into a plurality of block images and classifies the images to fire learning block images, normal learning block images, or non-learning block images based upon the presence/absence of flames and smoke and the ratio at which the flames and smoke occupy in each block image so as to be stored, and a learning control part inputs the fire learning block images and the normal learning block images stored in the learning image generation device to the fire detector so as to subject a multi-layer-type neural network to learning by deep learning process.