SOP Violation Detection System

Since in this tough situation where humanity is suffering from this pandemic outbreak. Thanks to Allah that in our country the situation is getting better. But to operate in this situation we have to follow the SOP as directed by the government and related authorities but to enforce these SOPs on th

Project Title

SOP Violation Detection System

Project Area of Specialization

Artificial Intelligence

Project Summary

Since in this tough situation where humanity is suffering from this pandemic outbreak. Thanks to Allah that in our country the situation is getting better. But to operate in this situation we have to follow the SOP as directed by the government and related authorities but to enforce these SOPs on the public and monitoring of any violation will be a thought job for the management so The idea behind this project is to implement Standard operating procedure (SOP) on the students and staff working in a particular place and detects the violation of the SOP in a Realtime environment.

Project Objectives

The idea is to develop a Violation Monitoring system where it would detect the type of violation through the number of webcams installed and will report it to the Administration. There will be a website where the Admin employee would log in it and would be monitoring live over the webpage. Two different types of violation would be detected in a particular crowd density in an area. Moreover, there would be a statistics panel where live results of the number of violations over the period would be shown.The idea is to develop a Violation Monitoring system where it would detect the type of violation through the number of webcams installed and will report it to the Administration. There will be a website where the Admin employee would log in it and would be monitoring live over the webpage. Two different types of violation would be detected in a particular crowd density in an area. Moreover, there would be a statistics panel where live results of the number of violations over the period would be shown.The idea is to develop a Violation Monitoring system where it would detect the type of violation through the number of webcams installed and will report it to the Administration. There will be a website where the Admin employee would log in it and would be monitoring live over the webpage. Two different types of violation would be detected in a particular crowd density in an area. Moreover, there would be a statistics panel where live results of the number of violations over the period would be shown.The idea is to develop a Violation Monitoring system where it would detect the type of violation through the number of webcams installed and will report it to the Administration. There will be a website where the Admin employee would log in it and would be monitoring live over the webpage. Two different types of violation would be detected in a particular crowd density in an area. Moreover, there would be a statistics panel where live results of the number of violations over the period would be shown.The idea is to develop a Violation Monitoring system where it would detect the type of violation through the number of webcams installed and will report it to the Administration. There will be a website where the Admin employee would log in it and would be monitoring live over the webpage. Two different types of violation would be detected in a particular crowd density in an area. Moreover, there would be a statistics panel where live results of the number of violations over the period would be shown.

Project Implementation Method

The idea is to develop a Violation Monitoring system where it would detect the type of violation through the number of webcams installed and will report it to the Administration. There will be a website where the Admin employee would log in it and would be monitoring live over the webpage. Two different types of violation would be detected in a particular crowd density in an area. Moreover, there would be a statistics panel where live results of the number of violations over time would be shown.

Benefits of the Project

to operate in this situation we have to follow the SOP as directed by the government and related authorities but to enforce these SOPs on the public and monitoring of any violation will be a thought job for the management so The idea behind this project is to implement Standard operating procedure (SOP) on the students and staff working in a particular place and detects the violation of the SOP in a Realtime environment.

Technical Details of Final Deliverable

The detection system would will be based on machine learning by training and testing with appropriate datasets. Supervised learning, a type of machine learning Algorithm would be used for the detection system. Convolutional Neural Network would be used for the person Identification system. The website would be made for the admin to be alerted if any violation occurs in the area/organization. Webcam would be used as a source of input and would be providing input as a form of a video.

Resource Requirement:

• HD webcam
• Laptop

• Python
• OpenCV
• NodeJs
• ExpressJs
• MongoDB
• Bootstrap
• JavaScript

Final Deliverable of the Project

HW/SW integrated system

Core Industry

IT

Other Industries

Education

Core Technology

Artificial Intelligence(AI)

Other Technologies

Others

Sustainable Development Goals

Good Health and Well-Being for People

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com