With the massive progress made in computer vision and the easy availability of cheap computational power in recent years, the huge demand for smart solutions to be delivered on small single board computers could be easily met. More and more, computer vision algorithms are being deployed for vision on a variety of edge use cases such as drones, security cameras, mobile applications, retail analytics, ...