This project is aimed at creating a system based on neural networks for the automatic recognition of insects by their type. The main goal is to provide accurate classification of insects for use in the agricultural sector, environmental monitoring, or scientific research. The system is capable of operating with high accuracy even in field conditions, allowing for the automation of the complex process of analyzing biological material.