Special Topic - AI Sports Application Course

AI4kids cooperated with Professor Zhiwei Yi's team from Yangming Chiao Tung University to record audio and video teaching.
Through online learning, you can step into the cross-field practical courses of AI and sports step by step!

This course provides a preview of some chapters and units. You are welcome to watch and learn first before deciding whether to purchase the full course!

What you will learn in this course

Introduction to computer vision, image processing implementation and system demonstration, badminton big data analysis and other applications.

【Lecturer Introduction 】

Professor Zhiwei Yi, Department of Information Engineering, National Yang Ming Chiao Tung University <br>Professor Zhiwei Yi is mainly engaged in research in the fields of distributed systems, databases, cloud computing, and the Internet of Things. Its research results have received widespread attention and application internationally, and have a high reputation in both academia and industry. Professor Yi developed a deep learning-based IoT system called TrackNet, which is used to accurately track and monitor pedestrian and vehicle traffic. It is currently being further applied to the field of badminton to analyze ball paths, landing points, etc., to assist badminton players in training. Overall, Professor Yi Zhiwei's research results in the fields of distributed systems, databases, cloud computing, and the Internet of Things are very outstanding, and he has made important contributions to the development of related fields.

【Detailed chapter content】

Chapter 1 Computer Vision
1-1 Introduction to Computer Vision Chapter 2 Image Processing Implementation and System Demonstration
2-1 Video frame analysis
2-2 Code Implementation-Video Frame Parsing
2-3 Trajectory Visualization
2-4 Code Implementation-Change the number of balls displayed in the trajectory to 8 balls
2-5 Trajectory visualization ex-changing spherical images
2-6 Code Implementation-Change Icon
2-7 Video frame restoration
2-8 Code implementation - edit one image and then combine them for output
2-9 Video Processing and Editing
2-10 Code implementation - modify the request form and re-export the video
2-11 System Display - Real-time Badminton 3D Trajectory Visualization Chapter 3 Introduction to Badminton Big Data
3-1 Introduction to badminton big data
3-2 Technical and tactical analysis and visual results description
3-3 Technical and tactical data collection and analysis
3-4 Technical and Tactical Data Collection and Analysis Code Exercise Chapter 4 Overall Assessment
4-1 Overall evaluation

Assessment <br>Assessment question type: Multiple choice Question number: 30

Verification certificate

The certification certificate can be uploaded to the Ministry of Education's learning process platform .<br>The steps are as follows:
Log in to the learning history upload page → Multiple learning performance → Certification record → Domestic / Other / iQiyi Smart Technology / Certificate name (please select the test name) / Level score / Certificate code (please refer to the list below) → Upload supporting documents