SCALE@NTU develops innovations in the areas of advanced machine learning and AI algorithms for intelligent transport, IoT, robotics, computer vision and audio analytics.
One key development is in the area of multimodal sensation with vision and speech intelligence to understand customer behaviour & emotion and to assist human-machine interaction. Our research and development in deep learning technologies have been applied to robotics and IoT capabilities for dynamic optimisation and planning. For the healthcare industry, a potential application would include non-invasive tracking and monitoring of patients and their vital signs. In the case of Smart Urban Infrastructure industries, the work focuses on applying edge intelligence through visual and video analytics for a safer and more effective workplace. These capabilities have been pursued in various Proof of Concepts to bring across the benefits to Singtel/NCS’ customers.