Detection of cloudy spot defects on PET preforms using machine learning

• Main Author: Co, Isabelle D.
• Format: text
• Language: English
• Published: Animo Repository 2022
• Subjects: Machine learning; Neural networks (Computer science); Polyethylene terephthalate—Defects; Mechanical Engineering
• Online Access: https://animorepository.dlsu.edu.ph/etdm_mecheng/8; https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=1005&context=etdm_mecheng
• Institution: De La Salle University

With the rise of industrial automation, more and more methods are required to enable more efficient production lines. A common component of the production line often relying on subjective input is quality control. This is especially apparent in plastics manufacturing where defects in the workpieces...