What does this mean and how can I get it off my computer?

This is called Target Disk mode, it activates when you start your Mac while pressing and holding the T key. Try to shut down your Mac with the power button and turn it on, it should boot properly.

USB and Thunderbolt icons on a black screen

See this Apple Support Document for the screens you could potentially see on start up.