Victor Dibovsky was born in Smolensk into a gentry family. He started naval service in 1901, seeing action in the Russo-Japanese War, including the Battle of Tsushima. He served in Baltic Fleet and Black Sea Fleet of the Imperial Russian navy. He started studying aeronautics in 1909.