Digital Attendance

1. Group Member
S.M Zahidul Islam 152-15-5925
Md Habibur Rahman 152-15-6040
Abu Mohammad Musa 152-15-5682
Akteruzzaman 152-15-6083
Presented By Presented to
Mr. Aniruddha Rakshit Lecturer
Department of
Computer Science and Engineering

2. Digital Attendance
Problems :
• Take about 10 min
• Difficult to call every student by there name or id
• Proxy
• Wrong attendance

3. Digital Attendance
Why our solution is best :
• Take about 10 second
• No need to call any student
• Proxy almost impossible
• Wrong attendance almost impossible

4. Digital Attendance
• Download the xml file name “haarcascade_frontalface_default”
• Write python code
• Which will take your picture (About 20 pic)
• Save those picture in specific folder
• Picture should be gray
How its work ?

5. Digital Attendance
• Write another python code
• Which will read all the picture from that specific folder
• Convert picture to data
• Train those data for face recognizing (Using machine learning)
• Save trained data into .yml file
How its work ?

6. Digital Attendance
• Write python code for face recognition
• Start your camera
• Take data from .yaml file
• Match .yaml file data with camera face
• If the face match with camera face set the name.
How its work ?

7. Digital Attendance

8. Digital Attendance
What is machine learning ?

9. Digital Attendance
• Machine can learn itself
• Train itself
• More picture more efficient
• Make decision
Why machine learning ?