Lightweight Model for Pavement Defect Detection Based on Improved YOLOv7.

Huang, Peile; Wang, Shenghuai; Chen, Jianyu; Li, Weijie; Peng, Xing

Huang, Peile; Wang, Shenghuai; Chen, Jianyu; Li, Weijie; Peng, Xing.

Afiliação

Huang P; School of Mechanical Engineering, Hubei University of Automotive Technology, Shiyan 442002, China.
Wang S; School of Mechanical Engineering, Hubei University of Automotive Technology, Shiyan 442002, China.
Chen J; School of Mechanical Engineering, Hubei University of Automotive Technology, Shiyan 442002, China.
Li W; School of Mechanical Engineering, Hubei University of Automotive Technology, Shiyan 442002, China.
Peng X; School of Mechanical Engineering, Hubei University of Automotive Technology, Shiyan 442002, China.

Sensors (Basel) ; 23(16)2023 Aug 11.

Article em En | MEDLINE | ID: mdl-37631649

Palavras-chave

CBAM convolution module; Ghost Conv module; K-means; SPPCSPC_Group; YOLOv7; defect detection; pavement defect detection

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article