I have been thinking of how to put Linux to more use at home. Currently its been used as a Desktop and does everything that a typical Desktop is suppose to do but can it do more?

It can be used for home security too. Here is an article which explains how to do that.

I wonder if it would be possible to do this much cheaper using cheaper Non-IP based cameras.