An improved performance of RetinaNet model for hand-gun detection in custom dataset and real time surveillance video

An improved performance of RetinaNet model for hand-gun detection in custom dataset and real time surveillance video

The prevalence of armed robberies has become a significant concern in today’s world, necessitating the development of effective detection systems. While various detection devices exist in the market, they do not possess the capability to automatically detect and alarm the presence of guns during r...

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Bibliographic Details
Main Authors: Pyone Pyone Khin, Nay Min Htaik
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2024-02-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
robbery activities
retinanet
resnet50
fpn
fcn
Online Access:https://ntv.ifmo.ru/file/article/22583.pdf

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