Smart object detection using deep learning algorithm and jetson nano for blind people

Visual impairment is often defined as a best corrected visual acuity of worse than either 20/40 or 20/60. The term blindness is used for complete or nearly complete vision loss. Visual impairment may cause people difficulties with normal daily activities such as driving, reading, socializing and wal...

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Main Authors: Tan, Mei Yan, Anis Farihan, Mat Raffei, Mohd Arfian, Ismail
Format: Conference or Workshop Item
Language:English
Published: 2021
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/34212/1/Smart%20object%20detection%20using%20deep%20learning%20algorithm%20and%20jetson%20nano%20for%20blind%20people.CITREX2021..pdf
http://umpir.ump.edu.my/id/eprint/34212/
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Institution: Universiti Malaysia Pahang
Language: English
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spelling my.ump.umpir.342122022-11-15T03:37:23Z http://umpir.ump.edu.my/id/eprint/34212/ Smart object detection using deep learning algorithm and jetson nano for blind people Tan, Mei Yan Anis Farihan, Mat Raffei Mohd Arfian, Ismail QA76 Computer software T Technology (General) Visual impairment is often defined as a best corrected visual acuity of worse than either 20/40 or 20/60. The term blindness is used for complete or nearly complete vision loss. Visual impairment may cause people difficulties with normal daily activities such as driving, reading, socializing and walking. Therefore, this project develops a smart object detection using deep learning algorithm and jetson nano to improve object detection for blind people. Furthermore, an ultrasonic sensor and sound notification are added to the project development to notify blind people if any object located nearest around them. 2021 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/34212/1/Smart%20object%20detection%20using%20deep%20learning%20algorithm%20and%20jetson%20nano%20for%20blind%20people.CITREX2021..pdf Tan, Mei Yan and Anis Farihan, Mat Raffei and Mohd Arfian, Ismail (2021) Smart object detection using deep learning algorithm and jetson nano for blind people. In: Creation, Innovation, Technology & Research Exposition (CITREX) 2021, 2021 , Virtually hosted by Universiti Malaysia Pahang. p. 1..
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA76 Computer software
T Technology (General)
spellingShingle QA76 Computer software
T Technology (General)
Tan, Mei Yan
Anis Farihan, Mat Raffei
Mohd Arfian, Ismail
Smart object detection using deep learning algorithm and jetson nano for blind people
description Visual impairment is often defined as a best corrected visual acuity of worse than either 20/40 or 20/60. The term blindness is used for complete or nearly complete vision loss. Visual impairment may cause people difficulties with normal daily activities such as driving, reading, socializing and walking. Therefore, this project develops a smart object detection using deep learning algorithm and jetson nano to improve object detection for blind people. Furthermore, an ultrasonic sensor and sound notification are added to the project development to notify blind people if any object located nearest around them.
format Conference or Workshop Item
author Tan, Mei Yan
Anis Farihan, Mat Raffei
Mohd Arfian, Ismail
author_facet Tan, Mei Yan
Anis Farihan, Mat Raffei
Mohd Arfian, Ismail
author_sort Tan, Mei Yan
title Smart object detection using deep learning algorithm and jetson nano for blind people
title_short Smart object detection using deep learning algorithm and jetson nano for blind people
title_full Smart object detection using deep learning algorithm and jetson nano for blind people
title_fullStr Smart object detection using deep learning algorithm and jetson nano for blind people
title_full_unstemmed Smart object detection using deep learning algorithm and jetson nano for blind people
title_sort smart object detection using deep learning algorithm and jetson nano for blind people
publishDate 2021
url http://umpir.ump.edu.my/id/eprint/34212/1/Smart%20object%20detection%20using%20deep%20learning%20algorithm%20and%20jetson%20nano%20for%20blind%20people.CITREX2021..pdf
http://umpir.ump.edu.my/id/eprint/34212/
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