An Interactive Approach for Smart Parking System Using Machine Learning

  IJCTT-book-cover
 
International Journal of Computer Trends and Technology (IJCTT)          
 
© 2019 by IJCTT Journal
Volume-67 Issue-11
Year of Publication : 2019
Authors : Anagha R, Arpitha S, Sanjay B S, Swasthi B S, HarshithaK
  10.14445/22312803/IJCTT-V67I11P116

MLA

MLA Style:Anagha R, Arpitha S, Sanjay B S, Swasthi B S, HarshithaK  "An Interactive Approach for Smart Parking System Using Machine Learning" International Journal of Computer Trends and Technology 67.11 (2019):91-98.

APA Style Anagha R, Arpitha S, Sanjay B S, Swasthi B S, HarshithaK. An Interactive Approach for Smart Parking System Using Machine Learning  International Journal of Computer Trends and Technology, 67(11),91-98.

Abstract
Parking vehicles has been a very challenging task these days.Lack of availability of parking spaces, lack of proper information about vacant spaces,search for those vacant spaces, all add up to the challenge of parking. Finding a place for our vehicle, not only causes wastage of time,money and effort,but also causes a lot of inconvenience to the drivers.The problem further escalates to traffic jams, air pollution and environmental damage.Hence,there is an urgent requirement for a proper parking system to be in place,inorder to minimize the parking problems.This paper is basically a survey of a few of the proposed parking systems,that have been put forward,so as to overcome the problems of parking.In this survey paper,various methods and implementations proposed by the authors are discussed, comparethembasedon their efficiency,optimization,cost and a few other parameters.

Reference
[1] Valipour, Mennatullah Siam, EleniStroulia, Martin JagersandSepehr, ―Parking Stall Vacancy Indicator System Based on Deep Convolutional Neural Networks‖, UniversityofAlberta,2016.
[2] Vijay Paidi and HasanFleyeh Dalarna ,―Parking Occupancy Detection using Thermal Camera‖,DalarnaUniversity,School of technology and Business Studies,Borlange,Sweden.
[3] Julien Nyambal,Richard Klein, ―Automated Parking Space Detection Using Convolutional Neural Networks‖ School of Computer Science and Applied Mathematics,Universityof the Witwatersrand Johannesburg.
[4] Ms. Marzia Alam, ―Automated Car Parking System‖, B.S Thesis ,BRAC University, DhakaBangladesh.
[5] Aniket Gupta, SujataKulkarni, Vaibhav Jathar, Ved Sharma and Naman Jain, ―Smart Car Parking management system using IoT‖,American Journal of Science,Engineering and Technology,vol 2,2017.
[6] Apeksha P Bari,Manali A Parab,Amey U Kokate and NidaParkar, ―IOT based smart parking system‖,IOSRJounal of Engineering,vol 15,pp 28- 31,2018.
[7] J Cynthia,CBharathiPriya,C A Gopinath, ―IoT based smart parking management system‖, International Journal of Recent Technology and Engineering,vol 7,2018
[8] NazishFatima,PratikshaJagtap,AkshayaNatkar,Snehal Choudhary, ―IoT based smart parking system for smart cities‖,International Journal of Advanced Research,Ideas and Innovations in Technology
[9] Mr. Basavaraju S R, ―Automatic Smart Parking System using Internet of Things (IOT)‖, RV College of engineering,vol 5,2015
[10] DebadityaAcharya, Weilin Yan and KouroshKhoshellam , ―Real-time image based parking Occupancy detection using deep learning‖,InfrastructureEngineering,University of Melbourne.
[11] E Cassin Thangam,M Mohan, J Ganesh,C V Sukhesh, ―Internet of Things(IoT) based Smart parking reservation system using Raspberry-pi‖, International Journal of Applied Engineering Research vol 13, pp. 5759-5765

Keywords
Convolution Neural Network(CNN),Internet of Things (IoT),Radio Frequency Identification(RFID), arduino