IoT endpoints lie at the frontier of embedded vision. And, as with other frontiers, there are challenges, not least of which is power efficiency.
When did artificial intelligence become popular again?
Performance at the node is becoming less of an issue, and whether at the node or in a gateway, the edge is becoming smarter.
Making hardware programmable has made great strides over the past two centuries.