Vehicle recognition and notification system for security personnel

• Main Author: Ng, Han Inn
• Other Authors: Oh Hong Lye
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Information systems applications; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: http://hdl.handle.net/10356/76964
• Institution: Nanyang Technological University

Developing a mobile object recognition device with limited compute resources to inform the end user of any vehicle and allowing them to make an informed decision. The device is used to test the ability to recognise incoming vehicle approaching the carpark barrier with the intention of replacing the need of an attendant to operate the barrier. In this report, an end to end application has been developed which includes a mobile application, the server host and a mobile object recognition device implemented on Raspberry Pi 3. An in-depth evaluation of various object recognition model and framework has been carried out and evaluated in this report.