As the Internet of Things (IoT) becomes more mainstream, the number of devices connected to the web is increasing by the millions. In fact, Forbes estimates that the number of Internet-connected devices will exceed 75 Billion by 20251. Many, if not most, of these devices, will be smart.
The existence of such devices demands cloud-based services for data collection and analysis. A significant part of this analysis is being done using Deep Learning models hosted on external servers.