A Novel Weld-Seam Defect Detection Algorithm Based on the S-YOLO Model

A Novel Weld-Seam Defect Detection Algorithm Based on the S-YOLO Model

Detecting small targets and handling target occlusion and overlap are critical challenges in weld defect detection. In this paper, we propose the S-YOLO model, a novel weld defect detection method based on the YOLOv8-nano model and several mathematical techniques, specifically tailored to address th...

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Bibliographic Details
Main Authors: Yi Zhang, Qingjian Ni
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Axioms
Subjects:
defect detection
S-YOLO model
mathematical techniques
binary cross-entropy
stochastic gradient descent
Online Access:https://www.mdpi.com/2075-1680/12/7/697

Internet

https://www.mdpi.com/2075-1680/12/7/697

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