It happened in Jackson County, where an emergency management official says a tornado briefly touched down in a rural area.
People in Jefferson County, Kent. say they saw a funnel cloud.
Homes and other buildings were leveled by a line of storms.
In the Louisville area, power was knocked out to 12,000 homes and businesses.