Traditional logistics sorting requires a large amount of manpower for tasks such as stocking, scanning, and sorting, resulting in high labor costs. During e-commerce promotional periods, labor issues in the logistics industry become particularly prominent. Intelligent barcode readers utilize deep learning algorithms to support 24/7 operational efficiency for different types of barcodes, enabling differentiated processing to enhance equipment efficiency and reduce parcel sorting errors.