Once you download, install, configure, and enable the Attachments: Filesystem plugin you need to migrate the files.
You can do that with the command:
php setup/cli/manage.php file migrate --backend D --to F --limit=10
You can tweak the --limit directive, but I recommend that you start off small and then increase it a little after each run.