Everybody loves the GIMP (GNU Image Manipulation Program) – an excellent free alternative to proprietary applications like Adobe Photoshop.

Dia is a drawing and diagramming application, that lets you easily create flowcharts, structural diagrams, network representations etc. It's similar in functionality to M$-Visio.

The same goes for Kivio, a Dia alternative integrated with KDE, but less mature than Dia.