Design and implementation of a baby monitoring system

MINISTRY OF EDUCATION AND TRAINING HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY AND EDUCATION FACULTY FOR HIGH QUALITY TRAINING GRADUATION PROJECT COMPUTER ENGINGEERING TECHNOLOGY DESIGN AND IMPLEMENTATION OF A BABY MONITORING SYSTEM ADVISOR: TRƯƠNG NGỌC SƠN, Assoc Prof STUDENT: LE QUANG TRUNG MAI DUONG QUYEN SKL009670 Ho Chi Minh City, December, 2022 HO CHI MINH CITY UNVIVERSITY OF TECHNOLOGY AND EDUCATION FACULTY FOR HIGH QUALITY TRAINING  GRADUATION PROJECT DESIGN AND IMPLEMENTATION OF A BABY MONITORING SYSTEM MAJOR: COMPUTER ENGINGEERING TECHNOLOGY Student name Lê Quang Trung ID Student 18119048 Student name Mai Dương Quyền ID Student 18119039 ADVISOR: Trương Ngọc Sơn, Assoc Prof HO CHI MINH CITY - 12/2022 Faculty for High Quality Training – HCMC University of Technology and Education HO CHI MINH CITY UNVIVERSITY OF TECHNOLOGY AND EDUCATION FACULTY FOR HIGH QUALITY TRAINING  GRADUATION PROJECT DESIGN AND IMPLEMENTATION OF A BABY MONITORING SYSTEM MAJOR: COMPUTER ENGINGEERING TECHNOLOGY Student name Lê Quang Trung ID Student 18119048 Student name Mai Dương Quyền ID Student 18119039 ADVISOR: Trương Ngọc Sơn, Assoc Prof HO CHI MINH CITY - 12/2022 ii Faculty for High Quality Training – HCMC University of Technology and Education THE SOCIALIST REPUBLIC OF VIETNAM Independence – Freedom– Happiness -Ho Chi Minh City, December 24, 2022 GRADUATION PROJECT ASSIGNMENT Student name: Mai Dương Quyền Student ID: 18119039 Student name: Lê Quang Trung Major: Computer Engineering Technology Student ID: 18119048 Class: 18119CLA Advisor: Trương Ngọc Sơn Phone number: 0837975783 Date of assignment: 1/10/2022 Date of submission: 25/10/2022 Project title: Design and implementation of a baby monitoring system Initial materials provided by the advisor: none Content of the project: - Analyzing and researching data related to behavioral behavior in young baby during sleep system Design and implement the LSTM network model in accordance with the monitoring - Selective skeletal point computation using the Meadiapipe library and the EAR - Creating a telegram bot to send alerts to parents - Implement and test the system on Jetson Nano Final product: Implement a baby monitoring system through actions and behaviors during sleep The monitor system's primary operating environment is homes with infants older than six months The final product is tested for system performance in monitoring on Jetson Nano The results were transmitted for notification by telegram and spoken announcement by loudspeaker CHAIR OF THE PROGRAM (Sign with full name) ADVISOR (Sign with full name) iii Faculty for High Quality Training – HCMC University of Technology and Education THE SOCIALIST REPUBLIC OF VIETNAM Independence – Freedom– Happiness -Ho Chi Minh City, December 24, 2022 ADVISOR’S EVALUATION SHEET Student name: Mai Dương Quyền Student ID: 18119039 Student name: Lê Quang Trung Student ID: 18119048 Major: Computer Engineering Technology Project title: Design and implementation of a baby monitoring system Advisor: Trương Ngọc Sơn EVALUATION Content of the project: sleep Analyzing and researching data related to behavioral behavior in young baby during system Design and implement the LSTM network model in accordance with the monitoring - Selective skeletal point computation using the Meadiapipe library and the EAR Creating a telegram bot to send alerts to parents Implement and test the system on Jetson Nano Strengths: Weaknesses: Approval for oral defense? (Approved or denied) Overall evaluation: (Excellent, Good, Fair, Poor) Mark:……………….(in words: ) Ho Chi Minh City, December 24, 2022 ADVISOR iv Faculty for High Quality Training – HCMC University of Technology and Education (Sign with full name) THE SOCIALIST REPUBLIC OF VIETNAM Independence – Freedom– Happiness -Ho Chi Minh City, January 1st, 2023 PRE-DEFENSE EVALUATION SHEET Student name: Mai Dương Quyền Student ID: 18119039 Student name: Lê Quang Trung Student ID: 18119040 Major: Computer Engineering Project title: Design and implementation of a baby monitoring system Name of Reviewer: Pham Van Khoa EVALUATION - - detail Content of the project: Design and implementation of a baby monitoring system Strengths: Apply artificial intelligence to the proposed product Weaknesses: Realistic factors not be considered in this report Approval for oral defense? (Approved or denied) Approved Comments and suggestions Please refer the existing products and provide the proposed specification in Ho Chi Minh City, January 1st, 2023 REVIEWER (Sign with full name) Pham Van Khoa v Faculty for High Quality Training – HCMC University of Technology and Education HO CHI MINH CITY OF UNIVERSITY OF SOCIALIST REPUBLIC OF VIETNAM Independence – Freedom – Happiness TECHNOLOGY AND EDUCATION FACULTY OF HIGH QUALITY TRAINING Ho Chi Minh City, January 10, 2023 MODIFYING EXPLANATION OF THE GRADUATION PROJECT MAJOR: COMPUTER TECHNOLOGY ENGINEERING Project title: Student name: Student name: Mai Dương Quyền ID: 18119039 Lê Quang Trung ID: 18119048 Advisor: Defending council: Council 2, Room: A3-404, January 2023 Modifying explaination of the graduation project: rd No Council comments Refer to the existing products and provide the proposed specification in detail Editing results Completed additional existing products and Note modifications to provided detailed recommended specifications in table 4.3 page 41 Head of department Advisor Students (Sign with full name) (Sign with full name) (Sign with full name) vi Faculty for High Quality Training – HCMC University of Technology and Education THE SOCIALIST REPUBLIC OF VIETNAM Independence – Freedom– Happiness -Ho Chi Minh City, ., 2023 EVALUATION SHEET OF DEFENSE COMMITTEE MEMBER Student name: Mai Dương Quyền Student ID: 18119039 Student name: Lê Quang Trung Student ID: 18119040 Major: Computer Engineering Project title: Design and implementation of a baby monitoring system Advisor: Trương Ngọc Sơn EVALUATION Content of the project: Strengths: Weaknesses: Approval for oral defense? (Approved or denied) Overall evaluation: (Excellent, Good, Fair, Poor) Mark:……………….(in words: ) Ho Chi Minh City, …………… , 2023 COMMITTEE MEMBER (Sign with full name) vii Faculty for High Quality Training – HCMC University of Technology and Education DISCLAIMER Implementation group thus formally proclaim that the research and application that went into this thesis Without citing our study as the source, no published piece has been copied Any infractions that may have happened are fully our fault Students Le Quang Trung Mai Duong Quyen viii Faculty for High Quality Training – HCMC University of Technology and Education ACKNOWLEDGMENTS During the project implementation, implementation team received a lot of positive comments and support to be able to complete the project completely and successfully First of all, implementation team would like to express our sincere thanks to the team of teachers of HO CHI MINH University of Technical Education and the Department of High Quality Training for the graduation thesis Based on the knowledge throughout the four years of study, implementation group has been able to apply and orient themselves to their projects, thereby through the project to improve their understanding and help us determine our own direction to be more confident in other projects in the future In addition, implementation team would like to express our deep thanks to PhD Truong Ngoc Son who has oriented and dedicatedly supported the team during the implementation and completion of the project Implementation group also wants to express its gratitude to the 18119CLA students for their support, advise, and encouragement During the implementation of the project, the team has gained more knowledge from teachers and textbooks and reference materials However, due to the limited level of expertise and experience, the team could not avoid the shortcomings Implementation group expects to receive attention and input from teachers so that implementation group can improve our project better Finally, implementation team would like to wish all teachers of the Faculty of Electrical and Electronics Science and the Faculty of High Quality Training at Ho Chi Minh City University of Pedagogy and Engineering together with all students of the faculty a lot of health and a lot of success Sincerely! STUDENTS ix