The Calendar Wallpaper section lets you customize how the calendar looks.
Go to: Dashboard → Wallpaper

Select the wallpaper type:
Theia: The general, public calendar view
Login: The calendar login screen

Choose File
Click to upload your wallpaper image.

Activate
After uploading, click Activate.
If the wallpaper is not activated, it will not be displayed.