In large retail supermarkets, chain stores, or warehouse distribution centers, a huge amount of cardboard and carton waste is generated every day. These boxes are used to package beverage bottles, daily necessities, and other goods, providing an efficient means of centralized transportation. However, without proper handling, the discarded cardboard often piles up in a disorganized manner, taking up space and becoming a management challenge.