Not so sure about the authors claims that such a camera commercially would cost $1000. Anyways, for about $110 you could build your own web enabled camera with an RPi. The instructions are pretty good and the parts are listed too.
http://www.instructables.com/id/Raspberry-Pi-as-low-cost-HD-surveillance-camera/
There is a nice kit for this for about $70 here too