Precise Detection for Dense PCB Components Based on Modified YOLOv8

Precise Detection for Dense PCB Components Based on Modified YOLOv8

Effective detection of dense printed circuit board (PCB) components contributes to the optimization of automatic flow of production. In addition, PCB component recognition is also the essential prerequisite for early defect detection. Current PCB component detection approaches are not adept in both...

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Bibliographic Details
Main Authors: Qin Ling, Nor Ashidi Mat Isa, Mohd Shahrimie Mohd Asaari
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
PCB component detection
high-precision
lightweight
Sig-IoU loss
ghost convolution
Online Access:https://ieeexplore.ieee.org/document/10287971/

Internet

https://ieeexplore.ieee.org/document/10287971/

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