License plate recognition system for parking space automation

Author: Luka Tsulaia
Co-authors: Luka Tsulaia
Keywords: license plate, recognition, machine learning, parking, automation, OCR, OpenALPR, OpenCV, Tesseract, service, mobile, app
Annotation:

In this Paper, we review parking space automation service which uses Automatic License Plate Recognition System based on machine learning. This service can be used to control traffic flow through the parking space and automate entrance gates based on predefined database. Service can be administered using mobile App, which can also be used to quickly add new license plates. Used open-source library for Optical Character Recognition (OCR) was not intended to be used on Georgian license plates and fonts. During the project, we collected new database of Georgian license plates and retrained default system to increase detection confidence.

Lecture files:

საავტომობილო ნომრების დისკრიმინირების სისტემა პარკირების სივრცის ავტომატიზაციისთვის [ka]