To set different desktop backgrounds on Windows 10, navigate to Settings > Personalization > Background, then right-click the ...

However, when you use a dual monitor setup, it is quite difficult to use a single wallpaper on both of the monitors. The main problem occurs when two monitors have two different resolutions.