Instance Segmentation Evaluation for Traffic Signs

• Main Authors: Siow, Shi Heng, Shamsudin, Abu Ubaidah, Soomro, Zubair Adil, Ahmad, Anita, Abdul Rahim, Ruzairi, Ahmad, Mohd Khairul Ikhwan, Adriansyah, Andi
• Format: Article
• Language: English
• Published: semarak ilmu 2024
• Subjects: QA71-90 Instruments and machines
• Online Access: http://eprints.uthm.edu.my/11728/1/J17153_357848f5090ea08a5f811eabd05736d0.pdf; http://eprints.uthm.edu.my/11728/; https://doi.org/10.37934/araset.34.2.327341

This research paper focuses on developing a traffic sign recognition system based on the You Only Look At Coefficients (YOLACT) model, a one-stage instance segmentation model that offers high performance in terms of accuracy and reliability. However, the YOLACT performance was influenced by various...