Setting up Epson USB Scanners on Fedora 20

Setting up scanners on Linux is significantly easier than it used to be. In my experience, most USB scanners are mostly plug-and-play. Epson however seems to have not fully embraced 'the Linux way', but still provides the tools necessary to use their scanners (as well as printer / scanner all-in-ones) in Linux.