Pedestrian recognition based on deep learning

• Main Author: Gu, Qiwei
• Other Authors: Teh Kah Chan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering
• Online Access: https://hdl.handle.net/10356/181885
• Institution: Nanyang Technological University

Due to the rapid development in deep learning, vehicle and pedestrian recogni- tion has become increasingly widespread and is now a significant part of computer vision field. Traditional vehicle recognition methods are slow and less accurate. While YOLO-based algorithms have improved accuracy, they...