There is hereby imposed, for revenue purposes, on the owner of any building with two (2) or more dwelling units, as defined in section 3-1-503 of this chapter, a condominium conversion tax of three thousand seven hundred fifty dollars ($3,750.00) for each dwelling unit of such building converted to condominiums. (1962 Code § 6-1.215)