Oakdale is a small city in Allen Parish, Louisiana, United States. The population was 7,780 at the 2010 census. Oakdale was founded as Dunnsville by William T. Dunn. The Leatherwood Museum, which contains the history of Allen Parish, reopened in a renovated facility on September 27, 2008.