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Lightweight Detection Method of Wheelset Tread Defects Based on Improved YOLOv7

Accurate online inspection of train wheelset tread defects is challenging owing to the variety and position uncertainty of defects. This study develops an improved YOLOv7 model capable of inspecting various wheelset tread defects with high accuracy and low computation complexity. This model comprise...

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Principais autores: Peng Yang, Fan Gao, Xinwen Yang, Caidong Wang, Hongjun Yang, Zhifeng Zhang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-10-01
coleção:Applied Sciences
Assuntos:
Acesso em linha:https://www.mdpi.com/2076-3417/15/20/10903
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