Buana Information Technology and Computer Sciences (BIT and CS)
Vol 4 No 1 (2023): Buana Information Technology and Computer Sciences (BIT and CS)

Detecting Harmful Activity in Pilgrimage Using Deep Learning

Musa Genemo (Gumushane University)



Article Info

Publish Date
31 Jan 2023

Abstract

CCTV surveillance is the most extensively used intelligent latest innovation. The use of surveillance cameras has risen dramatically because of the convenience of monitoring from anywhere and the reduction of crime rates in public areas. In this paper, we introduce the idea of bad vibe activity detection from live videos to enhance the security and safety of pilgrims. The proposed bad vibes activity recognition model is intended to be addressed in the most efficient manner possible using cutting-edge technologies such as TensorFlow and Keras. TensorFlow was chosen because the project could be deployed to a mobile environment in the future with the possibility of extension of other areas such as airport security, bus stain, and public areas that may deserve special attention for security checks. We choose MediaPipe Holistic for employee bad vibe recognition in the model.

Copyrights © 2023






Journal Info

Abbrev

bit-cs

Publisher

Subject

Computer Science & IT

Description

Buana Information Technology and Computer Science (BIT and CS) is a journal focusing on new technologies that handle IT research and management - including strategy, change, infrastructure, human resources, information system development and implementation, technology development, future technology, ...