[kastnerkyle]

Every smartphone has a camera... and if self-driving cars become a reality there will be a lot of cameras on the road as well.

Who needs bandwidth when you can push your models to the local device with a small update? They can just send back batched statistics when a high bandwidth network is available. After all, cars need gas or a charge sometime.

It is just a binary patch to change some weights or an architecture layout, which is not so different from updating any other application.

Most businesses are covered with cameras as well as hiring people who's only job is to watch those cameras for anomalous activity - I think there are more opportunities than you realize. Farming is another indistry where this technology could be useful.