Not a bad idea. The "not loss" training set actually contains a few hundred images scraped from there.
There are plenty of subreddits and online forums where a single-purpose lightweight CNN like this one could be enormously productive. It would obviously need a small backend somewhere, but the hardware requirements are minimal.