It’s also open source too. With faster chips and standard training sets, it will be trivial for anyone to train a basic AI to recognize fire hydrants or whatever. Just like with computers, the “revolution” will not be one giant company but every business using their own.

Your fridge only needs to recognize food items. It doesn’t need any more intelligent software. I want a food recognition AI and cameras in the fridge and cabinets so I know what food I need to buy. This doesn’t even need live cameras (for power consumption, privacy, and storage). It can just take a picture and analyze it when the door opens, then delete the picture.