The explosives were found in a rented house in Daharra area yesterday, they said.
Six persons were arrested in connection with the seizure which included 82 kgs of ammonium nitrate, over 25 kgs of dynamite and 4850 detonators, police said.
The arrested persons said they had brought the explosive material from Madhya Pradesh for blasting stones.