Tweeted By @fchollet
A good dev would buy a few $5 temperature sensors, spend a couple hours on data collection, train a simple logistic regression with sklearn, and be done in an afternoon.
— François Chollet (@fchollet) December 26, 2018
This dev also ends up with a far more reliable and maintainable system, with far less privacy implications.