While this DIY fence won't offer much by way of privacy ... bury the wheels of each bike in the dirt and add on some wood or metal supports. If you live somewhere that gets a lot of snow, skiing ...
A temporary dog fence could be just what you need if you can't build something more permanent just yet. Here's an easy way to DIY your enclosure.