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

• المؤلف الرئيسي: Chua, Wei Png
• مؤلفون آخرون: Cheah Chien Chern
• التنسيق: Thesis-Master by Research
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Deep learning; Computer vision; Object detection; Progress monitoring
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/173719
• المؤسسة: 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...