How do I create a disabled icon from an enabled one

I have a bunch of icons, and I need to create grayed versions of them to be used when the corresponding command is disabled. How can I do that in an easy way, preferrably using GIMP since that is the only graphics program I have installed?

Solution

You could try in GIMP, Colours -> Desaturate