Student Tracking and Behavior Monitoring System via CCTV

In these days, many educational institutes have been installed CCTV cameras and they are recording everything happing in the institute. Our plan is to make learning process more effective by observing each activity happened in the institute for example when a student enter and exit the institute whi

Project Title

Student Tracking and Behavior Monitoring System via CCTV

Project Area of Specialization

Artificial Intelligence

Project Summary

In these days, many educational institutes have been installed CCTV cameras and they are recording everything happing in the institute. Our plan is to make learning process more effective by observing each activity happened in the institute for example when a student enter and exit the institute which will be useful for taking attendance and this is also useful for security reason. When a student entered then we will track him on which places he went and what he is doing, this is useful for monitor student behaviour, for example student take classes or not, he concentrates in class or not, he is doing good or bad activity in class or institute which will be use for scoring sessional marks and this will also helpful for decision making for institute administration.

Project Objectives

• The main goal is to digitalize and improve the quality of education system.
• The system is tracking every student which help us to know which in which places the student spent the time most and in which activity student are interested to perform.
• The system store student’s behaviour in storage this which can be retrieve for study his or her behaviour institute encourage or discourage or advise them as they behave and it can take part in their result.
• The system is monitoring everywhere everything for security reasons for example confilict between students or a crime, if anything happened it produce alarm.
• In future when we got a lot information about student behaviour then we can study on that and we design system which guide us how to teach student as he mind.

Project Implementation Method

There are multiple cameras which will be installed on different locations and view specific areas and there is a computer which works as a server. The server is getting the videos from every camera and processing on it and its results are two types. First type, it will indicate or alarm immediately when anything happened related to security. Second type, system is only observer which student located in a place and what he or she is doing and what is the current behaviour and then store in a database, and this data will be used after, for example calculation of student attendance, track record which place student spent the time most, study which kind of their behaviour etc. Processing consists of multiple artificial intelligence models including person face detection, face identification, behaviour or action classification or crime detection etc.

Benefits of the Project

The benefits of the project are as follows.

• Facial Attendance System.
• In which place the person spent the time more.
• Analysis for finding social friends.
• Observe the behavior of Student.
• Crime Control.
• Provide 24/7 Security.
• Useful for scoring as sessional marks.
• Provide large data for performing advance analysis in future.

Technical Details of Final Deliverable

There are many CCTV cameras which monitor 24/7 on different locations and send the footage to a desktop computer which act as Server. As the server computer getting the footage from every CCTV then it passes through multiple Machine Learning Models detect and identify student and classify his or her behaviour or action store it to database. By this we also marking student attendance and calculation of student scores. Machine Learning model also detect abnormal activities and alarm in administration office. Our machine learning model will be based on Tensorflow and openCV.

Final Deliverable of the Project

HW/SW integrated system

Core Industry

Education

Other Industries

Security

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Quality Education

Required Resources

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