I figured, because they sound like pretty hard things to do, especially as the ratio of pixels per foot decrease, and the depth and area square when you double the distance. I would however, imagine that the shorter the distance to the camera (higher PPF) will make it easier.
That said, I'd bet there are servers that are far more capable of analytics than a device that can't even use a fan to cool itself for the obvious reason that cameras have to be designed with the concern of fan noise attracting attention to it.
Kaby Lake Future
That said, I REALLY CANNOT wait for the Kaby lake (and on) Intel series... which I have to think the features will permeate all devices as they get down to the $10 range in a year or two for the bottom end... as their $39 CPU:
G3930 has built in decoding of 4096x2304@60Hz (FPS I assume) ...
which contrary to Axis original reason for apprehension of adoption, is going to be revolutionary for computers.
Off to Fry's to buy the cheapest smallest Kaby Lake workstation to use as a decoding station and see how it works. :)