The fire occurred in the Attibele area of the state capital Bengaluru and the injured were admitted to a local hospital, Xinhua reported.
Most of the dead were employees of the store, police said, adding that efforts were being made to ascertain the identity of the deceased.
The store owner and land owner were blamed for flouting fire-safety norms.
AMK/PR