The incident occurred yesterday when the passenger bus was on its way to Etah from Mainpuri, they said.
The driver lost control over the speeding vehicle while trying to save other vehicles on the road and overturned and fell into a pit, police said.
Locals and police rushed to spot and the injured were shifted to a hospital, they added.