Development of an intelligent image analysis and recognition system objects

Abstract

In the qualification (bachelor's) thesis, the methods of recognizing military objects, as well as tools for designing and training similar systems, were researched and analyzed. With the help of such technologies as the Python programming language, the PyTorch framework, the OpenCV computer vision library, and the YOLOv5 recognition model, an intelligent system for recognizing military objects was developed.