Abstract
In the constant effort to protect our country against enemy attacks, the human lives are always at stake. To make this a thing of the past, autonomous systems are gaining a name to perform 'human-like' tasks. UNISol (Unmanned Network based Intelligent Solider) is an autonomous vehicle that can be deployed into war fields where it can replace the soldier's life to perform operations. The proposed system can identify and track a threat and take the necessary precautions as supervised by military personnel. UNISol uses Deep learning techniques for object detection and tracking, the identified threats are also reported back to the personnel using a secure wireless connection. The system can also be controlled and managed by the personnel and they can send the commands from the UI.