Portable traffic monitoring device
This project outlines the development of a portable traffic monitoring system utilizing Raspberry Pi and Oak D Lite camera technology. The system's objective is to contribute to traffic monitoring with wireless and autonomous functionality, minimizing human intervention. Throughout the project&...
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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/176647 |
| _version_ | 1811679139479945216 |
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| author | Teoh, Chia Jie |
| author2 | Yap Fook Fah |
| author_facet | Yap Fook Fah Teoh, Chia Jie |
| author_sort | Teoh, Chia Jie |
| collection | NTU |
| description | This project outlines the development of a portable traffic monitoring system utilizing Raspberry Pi and Oak D Lite camera technology. The system's objective is to contribute to traffic monitoring with wireless and autonomous functionality, minimizing human intervention. Throughout the project's phases, including testing, algorithm refinement, and casing design, notable progress has been achieved. Emphasis has been placed on enhancing system portability, improving data presentation clarity, and optimizing overall efficiency. While significant strides have been made in improving system accuracy, efficiency, and functionality, ongoing challenges and areas for improvement remain. Moving forward, efforts will focus on addressing power supply issues and enhancing tracking accuracy. The ultimate goal is to establish a comprehensive vehicle monitoring system accessible remotely, with potential applications in traffic transport and urban planning. In summary, while progress has been made, there are still imperfections which needed to be addressed in the future, for transforming the system into a potential useful tool in urban traffic monitoring. |
| first_indexed | 2024-10-01T03:04:24Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/176647 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:04:24Z |
| publishDate | 2024 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1766472024-05-18T16:54:15Z Portable traffic monitoring device Teoh, Chia Jie Yap Fook Fah School of Mechanical and Aerospace Engineering MFFYAP@ntu.edu.sg Engineering Traffic monitoring Object detection Portable counting device Computer vision and image processing This project outlines the development of a portable traffic monitoring system utilizing Raspberry Pi and Oak D Lite camera technology. The system's objective is to contribute to traffic monitoring with wireless and autonomous functionality, minimizing human intervention. Throughout the project's phases, including testing, algorithm refinement, and casing design, notable progress has been achieved. Emphasis has been placed on enhancing system portability, improving data presentation clarity, and optimizing overall efficiency. While significant strides have been made in improving system accuracy, efficiency, and functionality, ongoing challenges and areas for improvement remain. Moving forward, efforts will focus on addressing power supply issues and enhancing tracking accuracy. The ultimate goal is to establish a comprehensive vehicle monitoring system accessible remotely, with potential applications in traffic transport and urban planning. In summary, while progress has been made, there are still imperfections which needed to be addressed in the future, for transforming the system into a potential useful tool in urban traffic monitoring. Bachelor's degree 2024-05-17T05:47:55Z 2024-05-17T05:47:55Z 2024 Final Year Project (FYP) Teoh, C. J. (2024). Portable traffic monitoring device. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/176647 https://hdl.handle.net/10356/176647 en A161 application/pdf Nanyang Technological University |
| spellingShingle | Engineering Traffic monitoring Object detection Portable counting device Computer vision and image processing Teoh, Chia Jie Portable traffic monitoring device |
| title | Portable traffic monitoring device |
| title_full | Portable traffic monitoring device |
| title_fullStr | Portable traffic monitoring device |
| title_full_unstemmed | Portable traffic monitoring device |
| title_short | Portable traffic monitoring device |
| title_sort | portable traffic monitoring device |
| topic | Engineering Traffic monitoring Object detection Portable counting device Computer vision and image processing |
| url | https://hdl.handle.net/10356/176647 |
| work_keys_str_mv | AT teohchiajie portabletrafficmonitoringdevice |