Deuteronomy 22:5:

The woman shall not wear that which pertaineth unto a man, neither shall a man put on a woman's garment: for all that do so are abomination unto the LORD thy God.

See also:

Should a Transgender Person Believe to Be Restored to His/Her Original Gender?
Do Transgender People Have Demons?