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Accurate Pose Detection Method for Rail Fastener Clips Based on Improved YOLOv8-Pose

Minor displacements and deflections of rail fastener clips pose a critical risk to railway safety, which are difficult to quantify accurately using traditional object detection methods. This paper proposes an improved YOLOv8-pose-based method, You Only Look Once version 8-pose with GAM, SPPF-Attenti...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Defang Lv, Jianjun Meng, Zhenhan Ren, Liqing Yao, Gengqi Liu
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-12-01
Schriftenreihe:Applied Sciences
Schlagworte:
keypoint detection
pose measurement
YOLOv8-pose
attention mechanism
spatial constraint
Online-Zugang:https://www.mdpi.com/2076-3417/16/1/276
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