Logistics 4.0 - Monitoring of Transport Trolley in the Factory Through Vision Systems Using the YOLO Model Based on Convolutional Neural Networks
摘要
The aim of the paper is to present the concept of integrating an image recognition system based on elements of artificial intelligence with the in-house monitoring system, thus creating an intelligent system for supervising intralogistics transport trolleys. The work also presents a complete methodology for preparing a system using the YOLOv5 model for image analysis and classification. The work also presents the profits from the implementation of new algorithms and new methods of using already existing systems in the company.