Enhancing EfficientNet-YOLOv4 for Integrated Circuit Detection on Printed Circuit Board (PCB)

Enhancing EfficientNet-YOLOv4 for Integrated Circuit Detection on Printed Circuit Board (PCB)

Ensuring the quality and functionality of printed circuit boards (PCBs) during manufacturing requires precise, automated visual inspection. Detecting integrated circuits (ICs) on PCBs poses a significant challenge due to diverse component sizes, types, and intricate board markings that complicate ac...

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Bibliographic Details
Main Authors: Tay Shiek Chi, Mohd Nadhir Ab Wahab, Ahmad Sufril Azlan Mohamed, Mohd Halim Mohd Noor, Khaw Beng Kang, Lim Lay Chuan, Liau Wei Jie Brigitte
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Automated visual inspection
feature extraction network
object detection
printed circuit board (PCB)
Online Access:https://ieeexplore.ieee.org/document/10416864/

Internet

https://ieeexplore.ieee.org/document/10416864/

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