Comparative analysis of YOLO and transformers for pedestrian detection

• 主要作者: Wong, Ying Xuan
• 其他作者: Vidya Sudarshan
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science
• 在線閱讀: https://hdl.handle.net/10356/175269
• 機構: Nanyang Technological University

This report aims to study and compare the performance of two state-of-the-art real-time object detectors – YOLOv8 (You Only Look Once, 8th version) and RT-DETR (Real-Time Detection Transformers) in tackling pedestrian detection. Throughout the report, both models were trained and evaluated on differ...