For the intrinsic parameters of the webcam, that is a property of the hardware and not your room, yes? If so, it seems possible to crowdsourced that information to build a database. Then for most users, it's just a matter of entering your product model rather than taking 50 checkerboard photos.

It's still not convenient, but it's a much smaller hurdle to overcome.