A Symbol Recognition System for Single-Line Diagrams Developed Using a Deep-Learning Approach

• Main Authors: Bhanbhro, H., Kwang Hooi, Y., Kusakunniran, W., Amur, Z.H.
• Format: Article
• Published: Multidisciplinary Digital Publishing Institute (MDPI) 2023
• Online Access: http://scholars.utp.edu.my/id/eprint/37445/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85167879017&doi=10.3390%2fapp13158816&partnerID=40&md5=0aca3ca022409e8dfc94122ddc1925e8
• Institution: Universiti Teknologi Petronas

Featured Application: The present study is among the first research efforts to generate augmented datasets of complex single-line diagrams to detect symbols using deep-learning-based algorithms. The work determines the impacts of augmented datasets on model performance and indicates future direction...