Deploying new applications to edge Internet of Things (IoT) devices can turn into a very difficult proposition when faced with a network of hundreds or even thousands of devices. This is what led Microsoft to create the Azure Percept ecosystem that combines flexible cloud computing with secure endpoints.
This is a companion discussion topic for the original entry at https://www.edgeimpulse.com/blog/from-edge-to-cloud-building-microsoft-azure-percept-and-edge-impulse-edge-ml-interoperability