Dont just put up a fence and leave it at that. Grow something over the structure to add color and dimension. Here, English ivy trained in a diamond espalier pattern turns a plain screen into a piece of living art.
Chinese Star Jasmines on espalier wires against a garage wall, with buxus and hostas. Consideration for interesting vines growing on the stockade fencing instead of ivy. Will require more maintenance, however.