Gelpur is a village in Bhadrak Rural tehsil in district of Bhadrak, Odisha, India. As per the data provided by Census of India in 2011, total population of Gelpur was 1,781 which includes 884 males and 897 females. Gelpur covers 396 ha area. Pincode of Gelpur is 756181.