Design of automatic attendance register and student concentration level monitoring system

MINISTRY OF EDUCATION AND TRAINING HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY AND EDUCATION FACULTY FOR HIGH QUALITY TRAINING GRADUATION THESIS ELECTRONIC AND COMMUNICATION DESIGN OF AUTOMATIC ATTENDANCE REGISTER AND STUDENT CONCENTRATION LEVEL MONITORING SYSTEM LECTURER: Assoc Prof TRUONG NGOC SONSTUDENT: LE XUAN DAT TRUONG KHAC HUY SKL009328 Ho Chi Minh City, August 2022 HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY AND EDUCATION FACULTY FOR HIGH QUALITY TRAINING GRADUATION THESIS MAJOR: ELECTRONICS AND COMMUNICATIONS ENGINEERING TECHNOLOGY DESIGN OF AUTOMATIC ATTENDANCE REGISTER AND STUDENT CONCENTRATION LEVEL MONITORING SYSTEM ADVISOR: Assoc Prof TRUONG NGOC SON STUDENT: LE XUAN TUAN DAT TRUONG KHAC HUY – 18161056 – 18161016 HO CHI MINH CITY – 08/2022 HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY AND EDUCATION FACULTY FOR HIGH QUALITY TRAINING GRADUATION THESIS MAJOR: ELECTRONICS AND COMMUNICATIONS ENGINEERING TECHNOLOGY DESIGN OF AUTOMATIC ATTENDANCE REGISTER AND STUDENT CONCENTRATION LEVEL MONITORING SYSTEM ADVISOR: Assoc Prof TRUONG NGOC SON STUDENT: LE XUAN TUAN DAT TRUONG KHAC HUY HO CHI MINH CITY – 08/2022 – 18161056 – 18161016 THE SOCIALIST REPUBLIC OF VIETNAM Independence – Freedom– Happiness *** -th Ho Chi Minh City, August , 2022 GRADUATION THESIS ASSIGNMENT Student name: Le Xuan Tuan Dat Student name: Truong Khac Huy Student ID: 18161056 Student ID: 18161016 Major: Electronics and Communications Engineering Technology Class: 18161CLA Advisor: Assoc Prof Truong Ngoc Son Date of assignment: Date of submission: Thesis title: Design of automatic attendance register and student concentration level monitoring system Initial materials provided by the advisor Content of the thesis: - Refer to the document, read and summarize to find the development direction of the thesis - Flow chart design and description them - Running and testing the system for completion - Write a report and prepare slides Final product: The GUI uses two different models to attend to students using face recognition and tracks or monitors pupils of students in the classroom CHAIR OF THE PROGR (Sign with full name) ADVISOR (Sign with full name) THE SOCIALIST REPUBLIC OF VIETNAM Independence – Freedom– Happiness *** -th Ho Chi Minh City, August , 2022 ADVISOR’S EVALUATION SHEET Student name: Le Xuan Tuan Dat Student ID: 18161056 Student name: Truong Khac Huy Student ID: 18161016 Major: Electronics and Communications Engineering Technology Thesis title: Design of automatic attendance register and student concentration level monitoring system Advisor: Assoc Prof Truong Ngoc Son EVALUATION - Content of the thesis: Thesis has chapters with 54 pages - Design of student attendance using face recognition and concentration tracking system - The GUI model is successfully completed following the objectives in the proposal Strengths: Weaknesses: Approval for oral defense? (Approved or denied) Overall evaluation: (Excellent, Good, Fair, Poor) Mark: ……………… (in words: ) th Ho Chi Minh City, August , 2022 ADVISOR (Sign with full name) THE SOCIALIST REPUBLIC OF VIETNAM Independence – Freedom– Happiness *** -th Ho Chi Minh City, August , 2022 PRE-DEFENSE EVALUATION SHEET Student name: Le Xuan Tuan Dat Student ID: 18161056 Student name: Truong Khac Huy Student ID: 18161016 Major: Electronics and Communications Engineering Technology Thesis title: Design of automatic attendance register and student concentration level monitoring system Name of Reviewer: Ph.D Do Duy Tan Content and workload of the thesis: Strengths: Weaknesses: Approval for oral defense? (Approved or denied) Overall evaluation: (Excellent, Good, Fair, Poor): Mark: ………… (in works: ………….………….………….………….…) REVIEWER ACKNOWLEDGE  The most crucial phase of every student's life is the process of finishing their graduation thesis The purpose of our graduation thesis is to provide us with essential information and research skills in preparation for our careers First of all, we would like to thank Ho Chi Minh City University of Technology and Education Particularly, during our time in the lecture hall, the professors of the Faculty of High-Quality Training passionately instructed and prepared us with vital information, providing the groundwork for our ability to finish the thesis We want to express our gratitude to Assoc Prof Truong Ngoc Son for his passionate assistance and guidance in terms of scientific thinking and effort Those are some really helpful ideas, both for the creation of this thesis and as a stepping stone for our future studies and job development Our team is hoping that Assoc Prof Truong Ngoc Son and the teachers would empathize and offer advice on how to improve if something is missing from the project HO CHI MINH CITY - 08/2022 APPROVAL Thesis title: Design of automatic attendance register and student concentration level monitoring system Advisor: TRUONG NGOC SON, Assoc Prof Student 1: LE XUAN TUAN DAT Student’s ID: 18161056 Class: 18161CLA1 Email: 18161056@student.hcmute.edu.vn Student 2: TRUONG KHAC HUY Student’s ID: 18161016 Class: 18161CLA2 Email: 18161016@student.hcmute.edu.vn “We commit not to copy or reuse the results of other people's work as part of the graduation project A complete list of references has been provided.” th Ho Chi Minh City, August , 2022 GROUP MEMBER (Sign with full name) Le Xuan Tuan Dat Truong Khac Huy ABSTRACT In a scientific and technological world that continues to grow and improve, areas such as artificial intelligence (AI) deserve our attention In recent years, artificial intelligence has been increasingly integrated into our everyday lives Traditional education has been impacted by the ongoing pandemic, causing a variety of challenges for students and instructors Since then, online learning has grown in popularity, solving the problem of the epidemic but creating an entirely new set of challenges Studying generally is not an active pursuit for students Instead, they prefer to complete their tasks, such as using their phones and napping For the above reasons, we have designed an online student monitoring system that uses MediaPipe library and image processing technology to recognize and track students' eyes in real time With many outstanding features such as face recognition, iris recognition and the ability to identify quickly and accurately Our team decided to choose this library to support the group's product perfection in the most optimal We have accurately recorded the student’s perspective in real-time and the use of artificial intelligence Finally, our group is working to design a model that can help teachers easily manage and monitor students in their classroom in the most convenient and optimal