Video Analysis with Deep Learning

The course aims to provide a thorough overview of deep learning methods for video analysis. It will also teach students how to analyze and present research papers. Throughout the course, we will discuss fundamental video processing techniques, cover cutting edge research in video recognition and speculate about future research directions. Lastly, students will carry out a semester-long project, providing them with useful skills of how to work with video data and train various deep learning models on video datasets.