Comparative analysis of deep learning models for crack detection in buildings

Comparative analysis of deep learning models for crack detection in buildings

Abstract Life-time of the buildings is generally challenged by the act of nature. In-spite of the fact that the constructions provide minimum guarantee on quality and durability, certain mismatch in the composition of the materials, stress on the building, and chemical or physical imbalance of the m...

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Bibliographic Details
Main Authors: S. Siva Rama Krishnan, M. K. Nalla Karuppan, Adil O. Khadidos, Alaa O. Khadidos, Shitharth Selvarajan, Saarthak Tandon, Balamurugan Balusamy
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Building cracks
Inception V3
VGG-16
ResNet-50
InceptionV2ResNet
CNN
Online Access:https://doi.org/10.1038/s41598-025-85983-3
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https://doi.org/10.1038/s41598-025-85983-3

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