Pavement defect detection with deep convolutional neural network

• Main Author: Chan, Zhen Yi
• Other Authors: Zheng Jianmin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/165886
• Institution: Nanyang Technological University

Automatic inspection and defect detection using visual data such as images and videos is currently an active research topic in machine vision. The technique is widely adopted in industries, for example, for surface defect detection. The basic idea is to examine visual patterns from images of the man...