Transfer Learning in Hot Weapon Detection
The 11th Conference on Information Technology and its Applications; Poster; pp. 01-10.
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Da Nang Publishing House
2022
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| Online Access: | http://elib.vku.udn.vn/handle/123456789/2349 |
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| Institutions: | 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:123456789-23492023-09-25T01:13:38Z 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 |
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| 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 |