Home>Choose Institution>States with Peoples Bank Locations>Cities in Kentucky>Peoples Bank Locations in Fisherville Peoples Bank Branch Locations in Fisherville, KY 1. Peoples Bank - Elk Creek Branch 5511 Taylorsville Road, Fisherville, KY 40023 (502) 477-1182 View Branch