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...

Mô tả đầy đủ

Đã lưu trong:
Chi tiết về thư mục
Những tác giả chính: Pham, Ngoc Giau, Bui, Nhien Loc, Tran, Quang Hien, Tong, Le Thanh Hai, Tran, Hong Ngoc
Định dạng: Bài viết
Ngôn ngữ:English
Được phát hành: Trường Đại học Đà Lạt 2024
Những chủ đề:
AI
Truy cập trực tuyến:https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/256907
https://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/1262
Các nhãn: Thêm thẻ
Không có thẻ, Là người đầu tiên thẻ bản ghi này!
Thư viện lưu trữ: Thư viện Trường Đại học Đà Lạt
id oai:scholar.dlu.edu.vn:DLU123456789-256907
record_format dspace
spelling 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
institution Thư viện Trường Đại học Đà Lạt
collection Thư viện số
language English
topic AI
AIoT
Face detection
Face recognition
Jetson Nano
spellingShingle 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