CrackVision: Effective Concrete Crack Detection With Deep Learning and Transfer Learning

CrackVision: Effective Concrete Crack Detection With Deep Learning and Transfer Learning

Crack evaluation is critical for assessing the structural integrity of concrete, significantly impacting safety, functionality, and durability. In response to the growing demand for more advanced crack detection techniques, this paper presents CrackVision, an advanced framework that leverages Transf...

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Bibliographic Details
Main Authors: Abdulrahman A. Alkannad, Ahmad Al Smadi, Shuyuan Yang, Mutasem K. Al-Smadi, Moeen Al-Makhlafi, Zhixi Feng, Zhenlong Yin
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Concrete crack detection
transfer learning
data imbalance
classification
civil engineering
convolutional neural networks
Online Access:https://ieeexplore.ieee.org/document/10879479/
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https://ieeexplore.ieee.org/document/10879479/

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