Accuracy–Efficiency Trade-Off: Optimizing YOLOv8 for Structural Crack Detection

To address the accuracy–efficiency trade-off faced by deep learning models in structural crack detection, this paper proposes an optimized version of the YOLOv8 model. YOLO (You Only Look Once) is a real-time object detection algorithm known for its high speed and decent accuracy. To improve crack f...

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Bibliographic Details
Main Authors: Jiahui Zhang, Zoia Vladimirovna Beliaeva, Yue Huang
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/25/13/3873
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