Towards Smart City Security: Violence and Weaponized Violence Detection using DCNN. (arXiv:2207.12850v1 [cs.CV])

In this ever connected society, CCTVs have had a pivotal role in enforcing
safety and security of the citizens by recording unlawful activities for the
authorities to take actions. In a smart city context, using Deep Convolutional
Neural Networks (DCNN) to detection violence and weaponized violence from CCTV
videos will provide an additional layer of security by ensuring real-time
detection around the clock. In this work, we introduced a new specialised
dataset by gathering real CCTV footage of both weaponized …

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