You can add your banner by going into the "Change Theme" button. Then looking at the theme list and noticing you can now customize themes. Click "customize". Then open the "Header Image" area and click "Choose Image". You can then upload your own banner.
You may also notice that there are a lot of new banner choices that Google has provided. They are even arranged in topics. Some cool seasonal ones are available for your Form use.