[Khóa luận tốt nghiệp] Design of automatic attendance register and student concentration level monitoring system
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TABLE OF CONTENT
CHAPTER 1: INTRODUCTION ....................................................................... 1
1.1. Introduction .............................................................................................. 1
1.2. Objective ................................................................................................. 12
1.3. Methodology ........................................................................................... 13
1.4. Thesis summary ...................................................................................... 13
CHAPTER 2: LITERATURE REVIEW ......................................................... 15
2.1. Introduction of MediaPipe ...................................................................... 15
2.2. Architecture of Mediapipe ...................................................................... 16
2.3. Applications in Mediapipe...................................................................... 17
2.3.1. Face Detection ..................................................................................... 18
2.3.2. Face Mesh ............................................................................................ 18
2.3.3. Hands Detection ................................................................................... 19
2.3.4. Human Pose Estimation ....................................................................... 20
2.3.5. Iris Detection ........................................................................................ 21
CHAPTER 3: A SYSTEM OF STUDENT ATTENDANCE AND
CONCENTRATION TRACKING DESIGN .................................................. 23
3.1. System overview ..................................................................................... 23
3.2. Software design ...................................................................................... 24
3.2.1. Login Page ........................................................................................... 24
3.2.2. Data Collection Page ........................................................................... 25
3.2.2. Classroom Page ................................................................................... 26
CHAPTER 4: RESULT AND DISCUSSION .................................................. 28
4.1. Result .......................................................................................................... 28
4.2. Discussion .................................................................................................. 37
CHAPTER 5: CONCLUSION AND FURTHER WORK ............................. 39
5.1. Conclusion.................................................................................................. 39
5.2. Further work ............................................................................................... 39
REFERENCE ..................................................................................................... 40
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