Lightweight concrete crack recognition model based on improved MobileNetV3

Abstract This study created the C//Sim attention mechanism employing the parallel connection of the CA attention mechanism and the SimAm attention mechanism to detect cracks in lightweight concrete. MobileNetV3 was improved using the above method, and a lightweight concrete crack recognition model,...

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Bibliographic Details
Main Authors: Rui Wang, Ruiqi Chen, Hao Yan, Xinxin Guo
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-00468-7
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