Uninstall SharePoint 2010 feature using folder name

stsadm -o uninstallfeature -filename "MyFeatureFolder\feature.xml" -force

To list all installed features
Get-SPFeature -Site http://mysitecollection/

before using above command make sure the user has permissions to SP Content and Config Databases