This unit of study introduces deep learning for a broad range of multi-dimensional signal processing applications. It covers deep learning technologies for image super-resolution and restoration, image categorization, object localization, image segmentation, face recognition, person detection and re-identification, human pose estimation, action recognition, object tracking as well as image and video captioning.
Refer to the assessment table in the unit outline.
Mathematics (e.g., probability and linear algebra) and programming skills (e.g. Matlab/Java/Python/C++)