The accurate and efficient labelling of products is a critical component of retail operations, impacting everything from inventory management and sales analysis to customer satisfaction. Traditional labelling methods are often labor-intensive, time-consuming, and prone to human error. This paper explores the application of machine learning (ML) techniques to automate and enhance product labelling processes in…