If you don't want the transformer to blend with the landscape, install fencing or another type of screen. It is possible to hide a box from view with picket fencing that is as tall as the transformer.
Let's Get It Fixed!
HomeX virtual experts will assess your issue (for free!) and can resolve simple problems.