Research & Publications

An AI-based Security System using Computer Vision and NLP Conversion System

By Rajaul Karim | 28 Jul, 2023

An AI-based Security System using Computer Vision and NLP Conversion System
Type: Conference Paper 
Conference Name: 2021 3rd International Conference on Sustainable Technologies for Industry 4.0 (STI)
Date: 18th June - 19th December, 2021.

Organized by: Green Univesity, Bangladesh.

In this 21st century, ensuring the security of a place is one of the most crucial things. We have to either use manual or semi-autonomous entrances or human security guards in most of the security systems of any building or apartments. On the other hand, the efficiency of monitoring by camera in a certain area is not up to the quality in many existing systems. There are few numbers security system that combines automatic image detection and control entrance together within a reasonable cost. A lot of paperwork has been proposed to make the security system as efficient as possible. But a few methods have been proposed a combined solution of intelligent security systems with the highest efficiency as well as automated appliance controlling. This paper discussed a method that is a compact form of image processing, natural language processing, supervised learning, IoT and web server technology with integrated hardware. This robotics system is capable of memorizing previously identified humans with their information, talking with users in a local language, gathering the necessary information and detecting everything with the user. Then give access to some specific resources and decide necessary actions automatically. By this method, there has been proposed a solution of manual or semi-autonomous security system to an intelligent AI-based security system with the highest efficiency and provide a robotics ecosystem of automatically controlled hardware components at a minimum cost. Click Here to read more

Flow Chart of the Proposed AI-Gatekeeper
Major Components of Overall Data Process

 

Proposed NLP method
Output Visualization Unknown Person:
Output Visualization for Known Person

 

 

 

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