They never left.

It'd just that they're mostly relevant to 2D games and the amount of those that are still being made is rather low, sadly.
As for the project: I'll be bouncing some ideas off of the best programmer I know tomorrow so I can get started on the game engine as we'll need one of those regardless what type of game we ultimately decide upon.