Turn off Touch bar Preview on display
Go to System Preferences -> Accessibility -> Zoom. Uncheck Show Touch bar zoom (not sure what exactly it says, not on my computer right now). 

As of 10.12.3, there is a bug. If that checkbox didn't appear, restart your computer will make it appear.