Attention U-Net-based semantic segmentation for welding line detection

Attention U-Net-based semantic segmentation for welding line detection

Abstract In industrial processes, quality assurance through methods such as visual inspection is essential for ensuring process stability. Traditional manual visual inspection is a time-consuming and costly endeavor. If the opportunity arises, replacing manual visual inspection with AI could lead to...

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Bibliographic Details
Main Authors: Hunor István Lukács, Bence Zsolt Beregi, Balázs Porteleki, Tamás Fischl, János Botzheim
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Weld detection
Attention U-Net
Semantic segmentation
Industrial AI
AI-based automatization
Machine vision
Online Access:https://doi.org/10.1038/s41598-025-00257-2
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