System restore returns system files to a set point in time. It does not restore files / folders etc.
So unfortunately this will not help.
There are some freebies out their that claim to be able to recover deleted files and folders. If it was only two days ago and you have not saved loads of other stuff since there will be a reasonable chance of success.
Will have a look and post back