Improved Deep Learning Model for Workpieces of Rectangular Pipeline Surface Defect Detection

Improved Deep Learning Model for Workpieces of Rectangular Pipeline Surface Defect Detection

This study introduces a novel approach to address challenges in workpiece surface defect identification. It presents an enhanced Single Shot MultiBox Detector model, incorporating attention mechanisms and multi-feature fusion. The research methodology involves carefully curating a dataset from authe...

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Bibliographic Details
Main Authors: Changxing Chen, Afizan Azman
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Computers
Subjects:
target detection
defect detection
attention mechanism
multi feature fusion
Online Access:https://www.mdpi.com/2073-431X/13/1/30

Internet

https://www.mdpi.com/2073-431X/13/1/30

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