Vision Inspired Automatic Attendance Verification System

In this project, we propose a solution for large class automatic attendance system using RFID and Camera sensor. Student will mark their attendance using RFID and system will count the number of heads present in the classroom and store the faces of the student during attendanc

Project Title

Vision Inspired Automatic Attendance Verification System

Project Area of Specialization

Internet of Things

Project Summary

In this project, we propose a solution for large class automatic attendance system using RFID and Camera sensor. Student will mark their attendance using RFID and system will count the number of heads present in the classroom and store the faces of the student during attendance for future use.

Our project is software and hardware based, it’s an advance attendance system based on RFID and camera. Through RFID student mark attendance and when student comes to class camera take picture of student and match it with the RFID record, if any extra student is sitting and forget to bring his RFID tag so by counting system it mark the missing attendance and if the attendance is higher than the number of students sitting in the class then its mean student has gone before come to class so it cancel its attendance.

When teacher press the button Camera takes the picture and count the heads to check the number of students sitting in the class and takes the picture of the faces of students and save it in the software then software shows the marked attendance with face to teacher if the attendance is marked and that face is not sitting in the class teacher cancel that attendance, because that’s mean someone else bring the card and sitting on behalf of the student.

Project Objectives

In the project, we aim to achieve following objectives

• Deployment of IP camera
• Deployment of IP based RFID reader
• Student attendance using RFID
• Post verification using head counts in the classroom using computer vision
• Store of all faces of the student in database at the time of attendance for future use
• Reporting

Project Implementation Method

LANGUAGE:

C#, Python, Matlab

PLATFORM:

Keras and tensorflow for machine learning, dotnet for web based interfaces and reporting.

Libraries:

Opencv, KERAS, TensorFlow

O.S

Windows

HARDWARES:

RFID kit

IP Camera

POS for IP Camera

Benefits of the Project

The proposed system solves several problems in existing solutions. The attendance very large class, for example 200 students, will be marked in few min with high accuracy. As stated above, RFID based solution or Face recognition based solutions have several limitations. RFID based is fast but one student can mark the attendee of many absent students, whereas, face recognition based solution is very expensive if university implements that as there are 6000 students. Yet, in market, there is no product which can give solution for face recognition for large number of faces. Our solution is cheap, fast, and reliable if implemented in university level. All we need one RFID scanner, and one camera in the class.

Technical Details of Final Deliverable

We will give complete interfaces for student attendance system which will store lecturer, lectures, and student information in the database along with student faces and their RFID stamps.

Final Deliverable of the Project

HW/SW integrated system

Type of Industry

Education , Others

Technologies

Internet of Things (IoT), Others

Sustainable Development Goals

Quality Education, Reduced Inequality

Required Resources

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