Abstract
According to the demand of PET bottle defect detection in actual production, the framework of the whole detection system is analyzed, and according to the production demand, each module of the PET bottle defect detection and control system is designed. Firstly, the hardware part of the detection system is designed. The hardware system is divided into several subsystems, such as mechanical transmission system, image acquisition system and bottle removal system. Through the establishment of the hardware platform, the system can realize the functions of automatic image collection, automatic analysis and judgment, and automatic elimination of unqualified bottles. Secondly, SIFT algorithm is used to design the software system to achieve accurate image matching and automatic detection of PET bottle defects. Finally, the system is applied to the actual PET bottle production line, the research and experimental results show that: the system for PET bottle defect detection accuracy of 99%.
Sign-in/Register to access full text options 
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a call
