Unattended intelligent cargo handling is an important means to improve the efficiency and safety of port cargo trans-shipment. where high-precision carton detection is an unquestioned prerequisite. Therefore. this paper introduces an adaptive image augmentation method for high-precision carton detection. https://www.truvisionhealthftp.com/