The passengers were headed to Nandgaon from Barsana.
Police reached the spot and rushed the injured to the hospital, while the bodies of the deceased were sent for post-mortem.
The injured passengers are in serious condition and they are likely to be shifted to Agra for treatment, Barsana police station in charge said.