Well, of course that data is in the "cloud" of a capitalist company willing to sell access to it to anyone... But that doesn't mean I am okay with you being that anyone!
I was investigating if these algorithms could be used in an embedded environment. Basically I implemented a load monitor on a raspberry pi using a pretty basic machine learning algorithm and checked performance.
Performance wise it worked out pretty well but the accuracy was pretty bad on real world data. Like 50%. Of you’re interested in how it works I can give some more info.
It’s more the kitchen appliances that I use aren’t the ones people bought as gifts… seriously that combined air fryer/pressure cooker/five-other-cooker-things is… annoying.
(I just have an instapot+slow cooker, immersion blender+blender+food processor that I have to hide from certain family, the absence of the “all in ones” would start a fight.)