Fire safety signs detection and classification by applying neural network

The paper describes a method for detection of fire safety signs, taken from a photo and a video which are received from cameras standing on board of an unmanned aerial vehicle or mobile device. An algorithm of fire safety signs allocation by applying a scanning window is highlighted. Also the paper gives the results of convolutional neural network studying and of characters classifying. (In Russian).