The piece Sea System, by Rio de Janeiro collective Opavivara was marched around the central city.
The plastic net lined with ocean rubbish can be worn by a group of people and is meant to bring the excitement of a Brazilian carnival, and a message about ocean litter.
Gallery visitor programmes officer Lynda Cullen said the exhibition was about connecting strangers to create something together.