Conveners of the protest had demanded to use Eagle Square for convergence but they were denied access.
Around 11am and just as about the protesters were to form a large group, the police released gunshots and teargas.
They also arrested all those on ground, including journalists, who identified themselves before they were released and ordered to leave immediately.