The deceased were identified as Subhash (35) and Billu (32).
The injured, Chaman and Nitipal, are undergoing treatment at hospital.
All the victims, who were friends and residents of Ghaziabad, were going to Agra for a marriage when the mishap took place yesterday, police said.