The accident involving a Hardoi Depot bus occurred in front of Kaushiya temple in Halsa Pali police station area in the afternoon, they said.
While six people died on the spot, one other succumbed to injuries in hospital, police said, adding all the victims were travelling in the van.
Senior officials have rushed to the spot and efforts were on to identify the victims.