PCB fault detection through the use of convolutional neural networks

• Main Authors: Chua, Aivan Jarell P., Ong, Daniel Edric Y.
• Format: text
• Language: English
• Published: Animo Repository 2022
• Subjects: Printed circuits—Defects; Computer Engineering
• Online Access: https://animorepository.dlsu.edu.ph/etdb_ece/13; https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=1011&context=etdb_ece
• Institution: De La Salle University

Printed circuit boards (PCBs) are important components of electronics. They serve as the "heart" of any electronic device by connecting all electronic components. However, one of the challenges faced by manufacturers is the presence of defects on the boards during etching, which may render...