Exploring the possibilities of the Python programming language for creating intelligent baggage scanning systems
Abstract
Exploring the possibilities of the Python programming language for creating intelligent baggage scanning systems
Incoming article date: 04.06.2024This study is devoted to analyzing the capabilities of the Python programming language when creating information systems for detecting dangerous objects in luggage. As a result, a recognition system architecture was developed, including the following main components: an image processing module, a machine learning module, a database and a user interface. The software chosen is Python with the libraries PySide6, SQLite, Numpy, YOLO. The information system was implemented and tested on real data, which confirmed the correctness of the selected capabilities and technologies of the Python language for the development of security information systems.
Keywords: information system, security, neural network, machine learning, pattern recognition, performance