Google and Canonical recently announced the availability of Flutter for Linux. The team behind Flutter is now working with Ubuntu developers to make Flutter for desktop a reality.
Apart from Android and iOS currently there is support for Linux and Mac. Windows is still under development.
So now if you want to give it a try and create a desktop application this is how to install and configure Flutter on Ubuntu.