One person who attended the Melbourne anti-lockdown and anti-vaccine protests is in hospital being treated for COVID-19.

The Melbourne health department has said investigations are underway.

This comes as the Melbourne Town Hall vaccination centre was closed due to abuse faced during the protests, and has left the city with no vaccination options for Melburnians experiencing homelessness.