The incident occured while they were returning from Haridwar to offer sacred Ganga water at Shiva temple on Sunday.
Deepak (35) and Rinu (22) died on the spot while the injured were admitted to a local hospital.
In an another incident, a 35-year-old farmer was electrocuted after he came in contact with a live wire in a field.