Development of malls parking management system using automatic number plate recognition

Mohamad, Afif Ikmal (2021) Development of malls parking management system using automatic number plate recognition. Project Report. Universiti Teknikal Malaysia Melaka, Melaka, Malaysia. (Submitted)

	Text (24 Pages) Development of malls parking management system using automatic number plate recognition.pdf - Submitted Version Download (876kB)
	Text (Full Text) Development of malls parking management system using automatic number plate recognition.pdf - Submitted Version Restricted to Repository staff only Download (3MB)

Abstract

Parking has become an essential part of transports planning today. Shopping malls certainly must-have car parking for its customers but there are some problems encountered in conventional parking systems. Therefore, the proposed system is developed by using Automatic Number Plate Recognition (ANPR) to overcome the existing problems by providing a cashless payment method. The project is designed to recognize the number plate of the vehicle which passes through the system for authorization by using OpenCV library and Tesseract OCR for ANPR technique at entrance and exit gate barrier. Based on the parking charges, the system automatically deducting the specific amount of the available balance of registered users account when the vehicle is outgoing from parking lot. MySQL databases is used to saved all the data and connected to a web-based system. The experimental test to evaluate the proposed system functionality will only be conducted by prototyping which can be applied by using Raspberry Pi and low-cost components. The main challenge is to get accuracy in reading plate numbers correctly and better speed of execution. The ANPR process’s performance time is less than 1.20 seconds to getting the extracted number plate and it takes below than 2.4 seconds delay to open the gates barrier. This project prototype idea very interesting for further development to apply at the actual parking system to be able to meet the community need.

Actions (login required)

View Item