FPGA implementation of real-time target detection algorithm based on YOLOv3 model

• Main Author: Zhang, Tuo
• Other Authors: Zheng Yuanjin
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Engineering; Deep learning; Object detection; YOLOv3; FPGA
• Online Access: https://hdl.handle.net/10356/182406
• Institution: Nanyang Technological University

With the increasing number of cars in the society and the increasing incidence of traffic accidents, the demand for vehicle visual assistant driving is increasing.Object detection is the core component of vehicle vision assisted driving system. In recent years, deep learning has developed rapidly, a...