Microscopic Defect Detection on Aircraft Engine Blades via Improved YOLOv8

Microscopic Defect Detection on Aircraft Engine Blades via Improved YOLOv8

To fully bring into play the functions of aircraft engine blades, it is indispensable to perform regular inspections of engine blades, which currently rely on inefficient manual visual assessments. While artificial intelligence technology can be utilized, benchmark datasets are not available yet. To...

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Bibliographic Details
Main Authors: Yujie Jiang, Ping Li, Bing Lin, Yingying Wang, Tian Li, Hui Xue, Weidong Liu, Zaihu Han, Dan Wang, Junlei Tang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Microscopic defect detection
YOLOv8
deep learning
aeroengine
Online Access:https://ieeexplore.ieee.org/document/10815949/
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