Inspector General of Police (Intelligence) Deepanshu Kabra said that police raided a Naxal camp in a forest near Kimdi village under Dhanora police station limits.
In the ensuing exchange of fire with Naxals, two women cadres were killed, he said.
Police also seized weapons and other material left behind by the rebels, apart from recovering the bodies of two women, who were yet to be identified.
Meanwhile, two Naxals, one of them carrying a reward of Rs eight lakh on his head, surrendered at the district police headquarters today.
Kondgaon SP Abhishek Meena told PTI that Phoolsinh was carrying the reward of Rs eight lakh on his head. He had joined the movement in 2009.