A curated and enhanced dataset for PCB defect detection with 6 common manufacturing defects. This dataset is cleaned, corrected, and optimized for machine learning research. License This dataset is ...

Abstract: Aiming at the problem that the defects generated in the manufacturing process of PCB will lead to the decline of the quality and performance of electronic products, the traditional defect ...

A curated and enhanced dataset for PCB defect detection with 6 common manufacturing defects. This dataset is cleaned, corrected, and optimized for machine learning research.

Abstract: Aiming at the existing PCB defect detection methods that have problems such as low accuracy and more difficult to identify defects, a PCB defect detection algorithm based on improved Yolov8 ...

To address the issues of missed detection and false detection during the defect inspection process of the PCB, an improved YOLOv7-based algorithm for PCB defect detection is proposed. Firstly, the ...

ABSTRACT: To address the issues of missed detection and false detection during the defect inspection process of the PCB, an improved YOLOv7-based algorithm for PCB defect detection is proposed.