The Krotocam is a DIY Steadicam You Can Build On the Cheap

Nothing beats a Steadicam for capturing smooth video, but the commercially-available models can run for hundreds or thousands of dollars. But if you're willing to do a little work, you can build your own for small camcorders and dSLRs for about $30-40.