AI based road transportation system

Based on the traffic congestion data provided by the ICA, there are always heavy traffic at both Woodlands and Tuas check points. “For the Friday before Christmas last year, we cleared 475,000 travelers across the land checkpoints – the highest number we have seen in recent years,”, mentioned by the...

Full description

Saved in:
Bibliographic Details
Main Author: Koh, Jin Yuan
Other Authors: Mohammed Yakoob Siyal
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148687
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-148687
record_format dspace
spelling sg-ntu-dr.10356-1486872023-07-07T18:18:27Z AI based road transportation system Koh, Jin Yuan Mohammed Yakoob Siyal School of Electrical and Electronic Engineering EYAKOOB@ntu.edu.sg Engineering::Electrical and electronic engineering Engineering::Computer science and engineering::Software::Programming languages Based on the traffic congestion data provided by the ICA, there are always heavy traffic at both Woodlands and Tuas check points. “For the Friday before Christmas last year, we cleared 475,000 travelers across the land checkpoints – the highest number we have seen in recent years,”, mentioned by the ICA.[3] That was an enormous amount of transport vehicles passed by the check points. With the technologies advancement worldwide, AI Base Road Traffic Transportation System will be in great use in assisting the congestion in the future. Algorithms such as YOLOv3, features matching, Brute Force matching with descriptors etc will be used in this project to further improve on the traffic controls in Singapore. To fully utilize the algorithms mentioned, Jupyter Notebook will be the programming platform for this whole project. AI Based Road Transportation System will encapsulate all the data captured and analyzed when is the peak period for the any congestion ahead. Based on the data collected, the system will then notify the drivers and re-route them to other alternatives. This is to prevent heavy congestion at any point of time. In additionally, the program can also track the speed of the moving vehicles; notify the drivers if he/she exceeded the required speed on the road. A way forward, this project was planned to carry out for air traffic control system if road traffic system is successfully implemented. Bachelor of Engineering (Electrical and Electronic Engineering) 2021-05-15T12:55:15Z 2021-05-15T12:55:15Z 2021 Final Year Project (FYP) Koh, J. Y. (2021). AI based road transportation system. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148687 https://hdl.handle.net/10356/148687 en P3045-192 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
Engineering::Computer science and engineering::Software::Programming languages
spellingShingle Engineering::Electrical and electronic engineering
Engineering::Computer science and engineering::Software::Programming languages
Koh, Jin Yuan
AI based road transportation system
description Based on the traffic congestion data provided by the ICA, there are always heavy traffic at both Woodlands and Tuas check points. “For the Friday before Christmas last year, we cleared 475,000 travelers across the land checkpoints – the highest number we have seen in recent years,”, mentioned by the ICA.[3] That was an enormous amount of transport vehicles passed by the check points. With the technologies advancement worldwide, AI Base Road Traffic Transportation System will be in great use in assisting the congestion in the future. Algorithms such as YOLOv3, features matching, Brute Force matching with descriptors etc will be used in this project to further improve on the traffic controls in Singapore. To fully utilize the algorithms mentioned, Jupyter Notebook will be the programming platform for this whole project. AI Based Road Transportation System will encapsulate all the data captured and analyzed when is the peak period for the any congestion ahead. Based on the data collected, the system will then notify the drivers and re-route them to other alternatives. This is to prevent heavy congestion at any point of time. In additionally, the program can also track the speed of the moving vehicles; notify the drivers if he/she exceeded the required speed on the road. A way forward, this project was planned to carry out for air traffic control system if road traffic system is successfully implemented.
author2 Mohammed Yakoob Siyal
author_facet Mohammed Yakoob Siyal
Koh, Jin Yuan
format Final Year Project
author Koh, Jin Yuan
author_sort Koh, Jin Yuan
title AI based road transportation system
title_short AI based road transportation system
title_full AI based road transportation system
title_fullStr AI based road transportation system
title_full_unstemmed AI based road transportation system
title_sort ai based road transportation system
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/148687
_version_ 1772827478019014656