Weapon Detection with YOLO Model Version 5, 7, 8
Proceeding of The 12th Conference on Information Technology and It's Applications (CITA 2023); pp: 65-77.
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| বিন্যাস: | Bài viết |
| ভাষা: | English |
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Vietnam-Korea University of Information and Communication Technology
2023
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| অনলাইন ব্যবহার করুন: | http://elib.vku.udn.vn/handle/123456789/2698 |
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| Thư viện lưu trữ: | Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng |
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oai:elib.vku.udn.vn:123456789-26982023-09-25T08:09:39Z Weapon Detection with YOLO Model Version 5, 7, 8 Doan, Trung Son Nguyen, Thi Khanh Tram Vo, Thai Anh Hot Weapon Pistol Detection YOLO-V5 YOLO-V7 YOLO-V8 Proceeding of The 12th Conference on Information Technology and It's Applications (CITA 2023); pp: 65-77. Today, the crime rate due to the use of hot weapons is very high, early detection of possible violent situations is extremely important for security. One way to prevent these situations is by detecting the presence of dangerous objects in surveillance video. Current surveillance systems still require human supervision, are low-precision and costly. AI (Artificial Intelligence) technology is being used in almost all sectors of society. Recently, the Smart Camera application that uses Artificial Intelligence to solve complex problems is increasingly popular. This paper focuses on improving the performance of Surveillance Cameras to detect pistol in both accuracy and diversity by using YOLO -V5, V7, V8 models. 2023-09-25T07:57:26Z 2023-09-25T07:57:26Z 2023-06 Working Paper 978-604-80-8083-9 http://elib.vku.udn.vn/handle/123456789/2698 en CITA; application/pdf Vietnam-Korea University of Information and Communication Technology |
| institution |
Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng |
| collection |
DSpace |
| language |
English |
| topic |
Hot Weapon Pistol Detection YOLO-V5 YOLO-V7 YOLO-V8 |
| spellingShingle |
Hot Weapon Pistol Detection YOLO-V5 YOLO-V7 YOLO-V8 Doan, Trung Son Nguyen, Thi Khanh Tram Vo, Thai Anh Weapon Detection with YOLO Model Version 5, 7, 8 |
| description |
Proceeding of The 12th Conference on Information Technology and It's Applications (CITA 2023); pp: 65-77. |
| format |
Working Paper |
| author |
Doan, Trung Son Nguyen, Thi Khanh Tram Vo, Thai Anh |
| author_facet |
Doan, Trung Son Nguyen, Thi Khanh Tram Vo, Thai Anh |
| author_sort |
Doan, Trung Son |
| title |
Weapon Detection with YOLO Model Version 5, 7, 8 |
| title_short |
Weapon Detection with YOLO Model Version 5, 7, 8 |
| title_full |
Weapon Detection with YOLO Model Version 5, 7, 8 |
| title_fullStr |
Weapon Detection with YOLO Model Version 5, 7, 8 |
| title_full_unstemmed |
Weapon Detection with YOLO Model Version 5, 7, 8 |
| title_sort |
weapon detection with yolo model version 5, 7, 8 |
| publisher |
Vietnam-Korea University of Information and Communication Technology |
| publishDate |
2023 |
| url |
http://elib.vku.udn.vn/handle/123456789/2698 |
| _version_ |
1849203406598569984 |