Transfer Learning in Hot Weapon Detection

The 11th Conference on Information Technology and its Applications; Poster; pp. 01-10.

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Auteurs principaux:	Nguyen, Thi Khanh Tram, Doan, Trung Son, Nguyen, Thanh Thuy
Format:	Bài viết
Langue:	English
Publié:	Da Nang Publishing House 2022
Sujets:	Surveillance Camera Hot Weapon Transfer Learning CNN Model
Accès en ligne:	http://elib.vku.udn.vn/handle/123456789/2349
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Thư viện lưu trữ:	Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng

id	oai:elib.vku.udn.vn:123456789-2349
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spelling	oai:elib.vku.udn.vn:123456789-23492023-09-25T01:13:38Z Transfer Learning in Hot Weapon Detection Nguyen, Thi Khanh Tram Doan, Trung Son Nguyen, Thanh Thuy Surveillance Camera Hot Weapon Transfer Learning CNN Model The 11th Conference on Information Technology and its Applications; Poster; pp. 01-10. Due to the recent increase in dangerous crimes, the application of information technology in danger warning is very necessary, including smart cameras to help solve many problems of social context. This paper focuses on improving the performance of surveillance cameras to detect hot weapons i.e. particular knives and guns, in both accuracy and diversity by applying a transfer learning algorithm, which helps to provide early warning. in practical problems. The results of the paper show that the proposed method is positive with good accuracy when applied in practice, especially the model gives good accuracy with small data sets. 2022-08-18T03:22:44Z 2022-08-18T03:22:44Z 2022-07 Working Paper http://elib.vku.udn.vn/handle/123456789/2349 en application/pdf Da Nang Publishing House
institution	Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng
collection	DSpace
language	English
topic	Surveillance Camera Hot Weapon Transfer Learning CNN Model
spellingShingle	Surveillance Camera Hot Weapon Transfer Learning CNN Model Nguyen, Thi Khanh Tram Doan, Trung Son Nguyen, Thanh Thuy Transfer Learning in Hot Weapon Detection
description	The 11th Conference on Information Technology and its Applications; Poster; pp. 01-10.
format	Working Paper
author	Nguyen, Thi Khanh Tram Doan, Trung Son Nguyen, Thanh Thuy
author_facet	Nguyen, Thi Khanh Tram Doan, Trung Son Nguyen, Thanh Thuy
author_sort	Nguyen, Thi Khanh Tram
title	Transfer Learning in Hot Weapon Detection
title_short	Transfer Learning in Hot Weapon Detection
title_full	Transfer Learning in Hot Weapon Detection
title_fullStr	Transfer Learning in Hot Weapon Detection
title_full_unstemmed	Transfer Learning in Hot Weapon Detection
title_sort	transfer learning in hot weapon detection
publisher	Da Nang Publishing House
publishDate	2022
url	http://elib.vku.udn.vn/handle/123456789/2349
_version_	1849198154213228544

Transfer Learning in Hot Weapon Detection

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