About 150 people participated in the programme ignoring a rainy weather, the Helsinki police said.
The procession began at Senaatintori area and ended at Kansalaistori peacefully, said the police.
The event was organised by the Conscientious Objectors, the Peace Association - Fredsförbundet and the Defenders of Peace, along with some other Finnish peace organisations.