Website development of crowdedSG

The world is going through one of the worse pandemics that has ever existed with many countries experiencing high death rate and high number of infections due to the Covid-19 virus. Strict safe distancing measures and limiting crowds in public area have been the cornerstone of mitigating the spread...

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Main Author: Teng, Harold Ze Chie
Other Authors: Dusit Niyato
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148136
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1481362021-04-24T04:22:50Z Website development of crowdedSG Teng, Harold Ze Chie Dusit Niyato School of Computer Science and Engineering DNIYATO@ntu.edu.sg Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence The world is going through one of the worse pandemics that has ever existed with many countries experiencing high death rate and high number of infections due to the Covid-19 virus. Strict safe distancing measures and limiting crowds in public area have been the cornerstone of mitigating the spread of the Covid-19 virus in Singapore. An important aspect of ensuring social distancing is to keep track of the crowdedness of indoor and outdoor points of interest. This project aims to provide a website application to users to produce crowd counts of areas around Nanyang Technological University (NTU) whereby crowdsourced images and Unmanned Aerial Vehicles (UAV) are used for data collection. Based on the data collected, state of the art deep learning algorithms that is being implemented in the AI engine performs analysis to produce the crowd counts. This will allow users to avoid going to crowded areas around NTU so as to minimize the spread of Covid-19 in Singapore as well as to allow users to plan and make better decisions. Huge amount of efforts and thoughts are used to deal with the challenges and difficulties to provide users with better information and better user experience. This report serves to document the breakdown of the problem and detailed explanation of the platform’s technical implementation. Bachelor of Engineering (Computer Science) 2021-04-24T04:22:50Z 2021-04-24T04:22:50Z 2021 Final Year Project (FYP) Teng, H. Z. C. (2021). Website development of crowdedSG. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148136 https://hdl.handle.net/10356/148136 en 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::Computer science and engineering::Computing methodologies::Artificial intelligence
spellingShingle Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Teng, Harold Ze Chie
Website development of crowdedSG
description The world is going through one of the worse pandemics that has ever existed with many countries experiencing high death rate and high number of infections due to the Covid-19 virus. Strict safe distancing measures and limiting crowds in public area have been the cornerstone of mitigating the spread of the Covid-19 virus in Singapore. An important aspect of ensuring social distancing is to keep track of the crowdedness of indoor and outdoor points of interest. This project aims to provide a website application to users to produce crowd counts of areas around Nanyang Technological University (NTU) whereby crowdsourced images and Unmanned Aerial Vehicles (UAV) are used for data collection. Based on the data collected, state of the art deep learning algorithms that is being implemented in the AI engine performs analysis to produce the crowd counts. This will allow users to avoid going to crowded areas around NTU so as to minimize the spread of Covid-19 in Singapore as well as to allow users to plan and make better decisions. Huge amount of efforts and thoughts are used to deal with the challenges and difficulties to provide users with better information and better user experience. This report serves to document the breakdown of the problem and detailed explanation of the platform’s technical implementation.
author2 Dusit Niyato
author_facet Dusit Niyato
Teng, Harold Ze Chie
format Final Year Project
author Teng, Harold Ze Chie
author_sort Teng, Harold Ze Chie
title Website development of crowdedSG
title_short Website development of crowdedSG
title_full Website development of crowdedSG
title_fullStr Website development of crowdedSG
title_full_unstemmed Website development of crowdedSG
title_sort website development of crowdedsg
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/148136
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