The event marks 50 years since he launched is alter ego Ziggy Stardust at the now defunct Toby Jug pub.
Earlier, more than 100 people took part in a silent disco at Waterloo Station to celebrate the music of Bowie.
Robin Hutchinson is from event organiser The Community Brain.