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To enhance the security in sensitive areas of our national borders with autonomous weapon based security system for border surveillance. To provide an approach towards autonomous detection of intruders with the assistance of high resolution cameras supported with neural network images processing algorithms. To detain the intruders at the border the proposed autonomous weapon based security system could also be utilized. This project is based on requirement of both military and forest area purpose where there is a restricted citizen location. Now a day, there is great demand to enhance the security at military locations. So, this project would play a helpful role for military use. An ultrasonic autonomous weapon is imported in required zone such that if the sensor detects any species around it, the human detection camera attached to gun checks the image, based on appearance if the detected is human species, immediately anesthetic bullet is fired towards target and sends information to head.