COURSE

AIAA5029

Programming for Vision Systems

Information Hub / Artificial Intelligence · 3 Credits

This course is a hands-on introduction to the algorithms and programming for visual learning problems of the intelligent mobile systems, such as self-driving cars, in the era of industry 4.0. This course is highlighted by practical programming assignments and projects. This course will first introduce the basic principles of machine/deep learning and computer vision. Then, the specific visual learning tasks crucial for achieving intelligent mobile systems (e.g., object detection, semantic segmentation, optical flow, stereo/depth estimation, pose estimation, lane detection, traffic sign detection) will be covered. Finally, the latest development of novel sensor-based vision and AI-based augmented reality (AR) /metaverse technologies for intelligent mobile systems will also be introduced.