[Khóa luận tốt nghiệp full tiếng Anh] Anti-theft system design using OpenCV on Raspberry Pi 4
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TABLE OF CONTENT
PROJECT ASSIGNMENT .................................................................................................. i
PROJECT IMPLEMENT SCHEDULE .............................................................................. ii
DISCLAIMER .................................................................................................................... iv
ACKNOWLEDGMENTS ................................................................................................... v
LIST OF FIGURES ............................................................................................................ ix
LIST OF TABLES .............................................................................................................. x
ABSTRACT ....................................................................................................................... xi
CHAPTER 1: OVERVIEW ................................................................................................ 1
1.1. PROBLEM STATEMENT ........................................................................................... 1
1.2. PROJECT OBJECTIVES ............................................................................................. 2
1.3. RESEARCH CONTENT .............................................................................................. 2
1.4. LIMIT OF THE TOPIC ................................................................................................ 2
1.5. THESIS OUTLINE ...................................................................................................... 2
CHAPTER 2: BACKGROUND ......................................................................................... 4
2.1. RASPBERRY PI 4 COMPUTER ................................................................................. 4
2.1.1.Introduction ........................................................................................................... 4
2.1.2.Applications for Your Raspberry Pi ..................................................................... 4
2.1.3.Exploring the Raspberry Pi 4 Model B Board ...................................................... 5
2.1.4.GPIOs Pinout ........................................................................................................ 6
2.1.5.Raspberry Pi OS .................................................................................................... 7
2.2. RASPBERRY PI CAMERA MODULE – 5MP .......................................................... 8
2.2.1.General .................................................................................................................. 8
2.2.2.Characteristics ....................................................................................................... 8
2.2.3.Pinout Description ................................................................................................ 8
2.3. PIR MOTION SENSOR MODULE ............................................................................. 9
2.3.1.Overview ............................................................................................................... 9
2.3.2.Characteristics ..................................................................................................... 10
2.3.3.Working Principle ............................................................................................... 10
2.4. INTRODUCTION TO DEEP LEARNING ............................................................... 11
2.4.1.Deep learning ...................................................................................................... 11
2.4.2.Artificial Neural Network ................................................................................... 12
2.5. INTRODUCTION TO IMAGE PROCESSING ........................................................ 13
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