A lawyer, who was out for a walk, noticed the child, they said, adding the about two-day-old baby was admitted to the children's ward at the Ambala City Civil Hospital.
A team of child welfare council visited the hospital and offered assistance to the hospital authorities for the treatment of the child, police said.
Police are yet to identify the parents.