Gunnar Widforss was born in Stockholm, Sweden to Mauritz and Blenda (Weydenhayn) Widforss, parents of thirteen children.
Following the completion of his studies at the Technical Institute in 1900, Widforss traveled to St. Petersburg, Russia to work as an apprentice decorative painter.