He had previously worked with other bands over the past few years to produce album artwork such as The Vines' 2011 album, Future Primitive and Tame Impala's albums Innerspeaker and Lonerism.
The single features artwork from Australian artist Leif Podhajsky, who also created the artwork for Innerspeaker and the follow-up Lonerism.