I’m working on a real-time object detection system using YOLOv8 and Python. My system is designed to detect industrial pieces as they pass by in a lot and ensure they belong to a specified lot type. Each piece has a label in the format ‘X123.4567.122.12’, where ‘X123.4567’ indicate the type and which groupe the piece belongs to, and in that groupe all pieces are almost the same with a small difference , and ‘122.12’ are unique identifiers for a specifique piece.