Face recognition attendance system
- 1. Face Recognition Attendance System Jigar Patel (44) Amey Mohite (61) Naomi Kulkarni (65) Shivani Sharma (93) PROJECT: DUMMY Group No: 8
- 2. Agenda • Definition • Scope • Project Status • Methodology • Data Flow Diagrams • System Architecture • Database Dictionary • Database Diagram • Demo • Designing of System (Snapshots) • Learning and experience 2
- 3. Definition Face Recognition is a biometric method of identifying an individual by comparing live capture or digital image data with the stored record for that person. Face Recognition Attendance System is marking of attendance based on this technology. 3
- 4. Scope • Provides an automated attendance system that is practical, reliable and eliminate disturbance and time loss of traditional attendance systems. • Present a system that can accurately evaluate student’s performance depending on their recorded attendance rate. 4
- 6. Methodology • Waterfall Model is a sequential approach, where each fundamental activity of a process represented as a separate phase, arranged in linear order. • In the waterfall model, you must plan and schedule all of the activities before starting, working on them (plan-driven process). 6
- 9. DFD level 1.1 9 Student Registration
- 10. DFD level 1.2 Image Acquisition
- 11. DFD level 1.3 11 Face Detection
- 12. DFD level 1.4 12 Face Recognition
- 13. System Architecture 13 Training Phase: Registration
- 14. System Architecture 14 Testing Phase : Attendance
- 16. Database Dictionary 16 Field Name Data Type Length Constraint Description Roll_no Int 3 Primary key Student roll no Name Varchar 20 Not null Name of student Date Date 10 Not null Date of the attendance Time Time 10 Not null Time of the attendance Attendance Varchar 7 Present or Absent Attendance of a student Images .pgm 100 Size must be of 11KB Images of students
- 18. Log in 18 The administrator needs to enter the username and password in order to start this system.
- 19. Home 19 Home page of the system which consists of Registration and Attendance button
- 20. Registration Form 20On clicking the REGISTER button, registration interface is provided.
- 21. Registering Images 21 On successful login, the interface to capture images appears. On clicking the CAMERA ON button, the dialog boxes appear to ask about the device type and the resolution type
- 22. Registration 22 After the camera settings have been selected, the student’s image appears on the axes.
- 23. Registration 23 When the capture button is pressed the image has been captured and preview is shown into other axes highlighting the detected face.
- 24. Training set 24 Multiple faces are captured while registration with different expression for more accuracy.
- 25. Attendance Time 25 On clicking the GENERATE ATTENDANCE button, the recognition process starts and the detected faces are recognized.
- 28. Learning and Experience From scratch to working software, carrying out real-world software projects in our academic studies helps us to understand what we have to face in industry. It was a wonderful experience working on Face Recognition Attendance System with enthusiastic and like-minded people wherein we explored a part of Artificial Intelligence, i.e. image processing, which relates to our system from capturing images, detecting faces, storing them in a database, extracting facial features, recognizing them and generating attendance through different algorithms, books, websites and with the guidance of our guide. We have learned most of the industrial strategies used for completion of project by keeping accounts of time, quality, and budget. This project was a door to a Stairs of Success towards the bright Software Engineering career. 28
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