Should you capitalize the word Tyrannosaurus Rex?

Unless you are using it in a proper noun form, such as "My dog's name is Tyrannosaurus Rex" or "The park is called The T-Rex Playground", it should not be capatalized. It is like the Word 'dog'; it names a species, not a specific thing.