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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| Format: | Conference or Workshop Item |
| Language: | English |
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2021
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| Online Access: | http://umpir.ump.edu.my/id/eprint/34212/ http://umpir.ump.edu.my/id/eprint/34212/1/Smart%20object%20detection%20using%20deep%20learning%20algorithm%20and%20jetson%20nano%20for%20blind%20people.CITREX2021..pdf |
| _version_ | 1848824447001165824 |
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| 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 |
| building | UMP Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T03:13:10Z |
| format | Conference or Workshop Item |
| id | ump-34212 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T03:13:10Z |
| publishDate | 2021 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-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.. (Published) |
| 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 |
| title | 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_short | 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 |
| topic | QA76 Computer software T Technology (General) |
| url | http://umpir.ump.edu.my/id/eprint/34212/ http://umpir.ump.edu.my/id/eprint/34212/1/Smart%20object%20detection%20using%20deep%20learning%20algorithm%20and%20jetson%20nano%20for%20blind%20people.CITREX2021..pdf |