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High-speed railway track components inspection framework based on YOLOv8 with high-performance model deployment

Youzhi Tang Yu Qian

高速铁路(英文)2024,Vol.2Issue(1):42-50,9.
高速铁路(英文)2024,Vol.2Issue(1):42-50,9.DOI:10.1016/j.hspr.2024.02.001

High-speed railway track components inspection framework based on YOLOv8 with high-performance model deployment

High-speed railway track components inspection framework based on YOLOv8 with high-performance model deployment

Youzhi Tang 1Yu Qian1

作者信息

  • 1. Department of Civil and Environmental Engineering,University of South Carolina,Columbia 29208,USA
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摘要

关键词

High-speed railway/Track inspection/Computer vision/Deep learning/Edge computing/Real-time decision making

Key words

High-speed railway/Track inspection/Computer vision/Deep learning/Edge computing/Real-time decision making

引用本文复制引用

Youzhi Tang,Yu Qian..High-speed railway track components inspection framework based on YOLOv8 with high-performance model deployment[J].高速铁路(英文),2024,2(1):42-50,9.

基金项目

This work was supported by the Federal Railroad Administration(FRA),and the National Academy of Science(NAS)IDEA program.The opinions expressed in this article are solely those of the authors and do not represent the opinions of the funding agencies. (FRA)

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