รายละเอียด
Explore how image and video analysis power real-world applications like surveillance, healthcare, and self-driving cars. Learn to solve challenges like object detection and image classification, turning visual data into smart solutions.
Vision is key to how humans understand the world and computers can do the same through Computer Vision. This course explores how image and video analysis power real-world applications like surveillance, healthcare, and self-driving cars. You’ll learn to solve challenges like object detection and image classification, turning visual data into smart solutions.
What you will learn:
- Introduction to Computer Vision
- Image Processing Fundamentals
- Feature Detection and Matching
- Deep Learning for Vision
- Object Detection and Recognition
- Image Segmentation
- Pose Estimation
- Optical Character Recognition
- Deploying Computer Vision Systems
- Challenges in Computer Vision Applications
- Guidelines for Computer Vision Project
Prerequisites:
- This course is designed for everyone. No prior knowledge is required.
Course type:
This is an elective course (E) in the Master of Engineering program in Artificial Intelligence and Internet of Things (International Program) offered by Thammasat University and SkillLane.
Grading Criteria:
This course consists of 1) Quizzes, which account for 40% of the grade, 2) Final Exam, which accounts for 60% of the grade, Grades will be assigned based on the following scheme:
A 90-100
A- 85-89.99
B+ 80-84.99
B 75-79.99
B- 70-74.99
C+ 65-69.99
C 60-64.99
D 50-59.99
F 0-49.99
Instructor Background:
Associate Professor Dr. Warut Pannakkong
Currently, Dr. Warut holds a teaching position at School of Manufacturing System and Mechanical Engineering of the Sirindhorn International Institute of Technology, Thammasat University. He has academic expertise in various fields including Artificial intelligence in industrial applications, Time series forecasting, Computer vision for industry, Data mining, Machine learning, Production planning and optimization, Discrete-event systems simulation, Vehicle routing and scheduling, Logistics and supply chain management.
Dr. Warut completed his Bachelor’s degree in Industrial Engineering (1st Class Honors) from Sirindhorn International Institute of Technology (SIIT), Thammasat University, Master’s degree in Logistics and Supply Chain Systems Engineering from Sirindhorn International Institute of Technology (SIIT), Thammasat University and PhD in Knowledge Science, Japan Advanced Institute of Science and Technology, Japan.
Dr. Jirasak Ji
Currently, Dr. Jirasak is a CEO and Co-founder at Alphasight & Technologies Co., Ltd. He has an expertise in various fields including Computer vision and Integrating computer vision system.
Dr. Jirasak completed his bachelor’s degree in Industrial Engineering, master’s degree in Logistics and Supply Chain, and PhD in Engineering and Technology from Sirindhorn International Institute of Technology, Thammasat University.
เนื้อหา
ผู้สอน
Assoc. Prof. Dr. Warut Pannakkong
ไปที่หน้าผู้สอนDr. Jirasak Ji
ไปที่หน้าผู้สอนมหาวิทยาลัยธรรมศาสตร์
ไปที่หน้าผู้สอนSirindhorn International Institute of Technology
ไปที่หน้าผู้สอน