Deep learning-based automated building construction progress monitoring for prefabricated prefinished volumetric construction

• Main Author: Chua, Wei Png
• Other Authors: Cheah Chien Chern
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Deep learning; Computer vision; Object detection; Progress monitoring
• Online Access: https://hdl.handle.net/10356/173719
• Institution: Nanyang Technological University

Recently, prefabricated prefinished volumetric construction (PPVC) has become increasingly popular as it improves flexibility in areas such as scheduling and resource management. Given the modular nature of PPVC assembly and the large amounts of visual data amassed throughout a construction project...