"The cameras retailers use with their surveillance systems are coming with facial recognition built in now. [1]"

Your source in the marketing material of an IP camera manufacturer.

We research that space and I can guarantee that less than 0.1% of IP cameras have facial recognition built-in or running. These manufacturers, like Axis, whom you cite, would love for such capabilities but they are still very uncommon.