AN EFFECTIVE APPROACH TO FACE RECOGNITION WITH ARTIFICIAL INTELLIGENCE AND THE INTERNET OF THINGS USING NVIDIA JETSON NANO
This study examines how artificial intelligence (AI) can be incorporated into the Internet of Things (IoT), with a particular focus on using the NVIDIA Jetson Nano as a specialized AI platform. The aim is to boost the functional capabilities of IoT devices, allowing them to independently carry out s...
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Trường Đại học Đà Lạt
2024
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oai:scholar.dlu.edu.vn:DLU123456789-2569072024-12-29T01:13:09Z AN EFFECTIVE APPROACH TO FACE RECOGNITION WITH ARTIFICIAL INTELLIGENCE AND THE INTERNET OF THINGS USING NVIDIA JETSON NANO Pham, Ngoc Giau Bui, Nhien Loc Tran, Quang Hien Tong, Le Thanh Hai Tran, Hong Ngoc AI AIoT Face detection Face recognition Jetson Nano This study examines how artificial intelligence (AI) can be incorporated into the Internet of Things (IoT), with a particular focus on using the NVIDIA Jetson Nano as a specialized AI platform. The aim is to boost the functional capabilities of IoT devices, allowing them to independently carry out sophisticated data analysis and decision-making tasks to heighten their efficiency and effectiveness. The paper begins by outlining the motivation for this investigation, then proceeds with a literature review to evaluate the prospective applications, challenges, and benefits of AI in IoT environments. It explores in detail the technical attributes of the NVIDIA Jetson Nano, including its compact design, robust computing power, and the availability of software libraries that facilitate the deployment of AI models on devices with limited resources. A prototype IoT device equipped with the NVIDIA Jetson Nano was developed at Tien Giang University. This device is capable of capturing video and executing AI algorithms for real-time analysis, thereby deriving crucial data for IoT decision-making processes. The outcomes and structure of this prototype exhibit the potential for wider application, particularly in facial recognition technologies. The discussion on this subject extends beyond the confines of this document, indicating ongoing developments and enhancements. 2024-12-29T00:39:21Z 2024-12-29T00:39:21Z 2024 Article 0866-787X https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/256907 https://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/1262 10.37569/DalatUniversity.14.3.1262(2024) en Dalat University Journal of Science, Volume 14, Issue 3; p.39-64 application/pdf Trường Đại học Đà Lạt |
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AI AIoT Face detection Face recognition Jetson Nano |
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AI AIoT Face detection Face recognition Jetson Nano Pham, Ngoc Giau Bui, Nhien Loc Tran, Quang Hien Tong, Le Thanh Hai Tran, Hong Ngoc AN EFFECTIVE APPROACH TO FACE RECOGNITION WITH ARTIFICIAL INTELLIGENCE AND THE INTERNET OF THINGS USING NVIDIA JETSON NANO |
description |
This study examines how artificial intelligence (AI) can be incorporated into the Internet of Things (IoT), with a particular focus on using the NVIDIA Jetson Nano as a specialized AI platform. The aim is to boost the functional capabilities of IoT devices, allowing them to independently carry out sophisticated data analysis and decision-making tasks to heighten their efficiency and effectiveness. The paper begins by outlining the motivation for this investigation, then proceeds with a literature review to evaluate the prospective applications, challenges, and benefits of AI in IoT environments. It explores in detail the technical attributes of the NVIDIA Jetson Nano, including its compact design, robust computing power, and the availability of software libraries that facilitate the deployment of AI models on devices with limited resources. A prototype IoT device equipped with the NVIDIA Jetson Nano was developed at Tien Giang University. This device is capable of capturing video and executing AI algorithms for real-time analysis, thereby deriving crucial data for IoT decision-making processes. The outcomes and structure of this prototype exhibit the potential for wider application, particularly in facial recognition technologies. The discussion on this subject extends beyond the confines of this document, indicating ongoing developments and enhancements. |
format |
Article |
author |
Pham, Ngoc Giau Bui, Nhien Loc Tran, Quang Hien Tong, Le Thanh Hai Tran, Hong Ngoc |
author_facet |
Pham, Ngoc Giau Bui, Nhien Loc Tran, Quang Hien Tong, Le Thanh Hai Tran, Hong Ngoc |
author_sort |
Pham, Ngoc Giau |
title |
AN EFFECTIVE APPROACH TO FACE RECOGNITION WITH ARTIFICIAL INTELLIGENCE AND THE INTERNET OF THINGS USING NVIDIA JETSON NANO |
title_short |
AN EFFECTIVE APPROACH TO FACE RECOGNITION WITH ARTIFICIAL INTELLIGENCE AND THE INTERNET OF THINGS USING NVIDIA JETSON NANO |
title_full |
AN EFFECTIVE APPROACH TO FACE RECOGNITION WITH ARTIFICIAL INTELLIGENCE AND THE INTERNET OF THINGS USING NVIDIA JETSON NANO |
title_fullStr |
AN EFFECTIVE APPROACH TO FACE RECOGNITION WITH ARTIFICIAL INTELLIGENCE AND THE INTERNET OF THINGS USING NVIDIA JETSON NANO |
title_full_unstemmed |
AN EFFECTIVE APPROACH TO FACE RECOGNITION WITH ARTIFICIAL INTELLIGENCE AND THE INTERNET OF THINGS USING NVIDIA JETSON NANO |
title_sort |
effective approach to face recognition with artificial intelligence and the internet of things using nvidia jetson nano |
publisher |
Trường Đại học Đà Lạt |
publishDate |
2024 |
url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/256907 https://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/1262 |
_version_ |
1819807010137309184 |