Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/157897
Title: Development of a robot vision system for construction automation
Authors: Ng, Elizabeth Woon Ting
Keywords: Engineering::Electrical and electronic engineering
Issue Date: 2022
Publisher: Nanyang Technological University
Source: Ng, E. W. T. (2022). Development of a robot vision system for construction automation. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157897
Project: A1025-211
Abstract: In construction projects, it is a crucial industry-wide practice to perform routine inspections on works to ensure that the buildings are delivered according to the projected timeline as well as the necessary standards of quality to be met. Inspection processes are laborious, time-consuming, and prone to human error or inconsistency. With recent developments in technology such as Artificial Intelligence and Building Information Models (BIM), and construction automation solutions can be implemented and integrated with data from BIM. In this paper, an Aerial Robot Vision System for inspection of indoor building installations such as architectural and electrical fixtures is implemented using a DJI Tello Aircraft to maneuver within a construction building for the collection of visual data. A YOLOv5 Detector performs detections of the component installations, which are then used for analysis based on infrastructure data extracted from BIM.
URI: https://hdl.handle.net/10356/157897
Schools: School of Electrical and Electronic Engineering 
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:EEE Student Reports (FYP/IA/PA/PI)

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