Deep learning-based construction activity classification

• Main Author: Lian, Si Hui
• Other Authors: Fu Yuguang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Civil engineering; Machine learning; Deep learning; CNN
• Online Access: https://hdl.handle.net/10356/177290
• Institution: Nanyang Technological University

Construction activities often produce excessive and prolonged vibrations that can be detrimental to adjacent infrastructure, equipment, as well as people. To mitigate the negative effects of construction-induced vibrations, vibration monitoring is usually implemented to analyse the impacts of the vi...