Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Abstract:
Due to an increase in the rate of crime during a crowded event or in suspiciously isolated areas, security is always a primary concern in every field. Unusual location and observing have significant utilizations of PC vision to handle different issues. Because of developing interest in the security of wellbeing, security and individual properties, necessities and organization of video reconnaissance frameworks can perceive and decipher the scene and oddity occasions assume an essential part in knowledge observing. This paper uses convolutional neural network (CNN) algorithms called SSD and Faster RCNN to apply automatic gun (or armament) discovery. The proposed implementation makes use of two distinct kinds of datasets. One dataset contained pictures that had already been marked, and the other contained a collection of pictures that were physically named. Results are arranged, the two calculations accomplish great precision, however their application in genuine circumstances can be founded on the compromise among speed and exactness.
Keywords:
Keywords: Weapon Detection, Yolov5, CNN.
Cite Article:
"Weapon Identification using DL for Security Applications", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.9, Issue 7, page no.283 - 287, July-2024, Available :http://www.ijrti.org/papers/IJRTI2407029.pdf
Downloads:
000204759
ISSN:
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator