Lightweight surveillance systems on embedded domains

• المؤلف الرئيسي: Muhammad Nabil Hakeem Bin Kamsani
• مؤلفون آخرون: Mohamed M. Sabry Aly
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181568
• المؤسسة: Nanyang Technological University

This report aims to investigate the development of a human detection machine vision algorithm that is lightweight and optimized for resource-constrained embedded systems. Pre-trained lightweight models as a base to implement real-time human detection on the Himax WE-I plus board as the testbed. The...