Development of Deep Learning Model for the Recognition of Cracks on Concrete Surfaces

This paper is devoted to the development of a deep learning- (DL-) based model to detect crack fractures on concrete surfaces. The developed model for the classification of images was based on a DL Convolutional Neural Network (CNN). To train and validate the CNN model, a database containing 40,000...

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Bibliographic Details
Main Authors: Tien-Thinh Le, Van-Hai Nguyen, Minh Vuong Le
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/2021/8858545