Neural network methods of recognition of road signs in real time

The article discusses the topology of artificial neural networks in the context of the task of recognizing road signs. A comparison was made of the most popular regression detectors of objects in the image. The main emphasis was placed on the identification of an exact and not demanding to computing resources algorithm capable of performing the task even on mobile devices.