Structural Damage Detection Using Deep Learning and Image Processing

• Main Author: Mohd Faris, Hardji
• Format: Final Year Project Report
• Language: English; English; English
• Published: Universiti Malaysia Sarawak, (UNIMAS) 2023
• Subjects: TA Engineering (General). Civil engineering (General); TH Building construction
• Online Access: http://ir.unimas.my/id/eprint/43118/1/Mohd_Faris%20ft.pdf; http://ir.unimas.my/id/eprint/43118/2/Mohd_Faris%20Restriction%20Letter.pdf; http://ir.unimas.my/id/eprint/43118/3/Mohd_Faris%2024%20pgs.pdf; http://ir.unimas.my/id/eprint/43118/

This study focuses on the development and evaluation of deep learning image classification models for detecting different types of building damage, with a specific emphasis on efflorescence damage. The objectives of this research are threefold: (1) to propose a deep learning image classification mod...