It seems that, from Google Cloud Console there is no way to delete a project.
Note: As of 2013-09-19 this is no longer an issue because Google had fixed
open cmd in google cloud(which can be found after clicking in your project in right top corner) and type
gcloud projects delete [..your-project-id..]