Radar is a detection system that uses radio waves to determine the range, angle, or velocity of objects. It can be used to detect aircraft, ships, spacecraft, guided missiles, motor vehicles, weather formations, and terrain. It has the application of neural networks for timely and reliable recognition of radar signal emitters. In the military area, radars find applications in detecting, locating, tracing, and identifying objects, for surveillance, navigation and weapon guidance purposes for terrestrial, marine, and air systems at small to medium and large distances. Edge devices supporting real time data and custom algorithms give better results in extreme conditions compared to any off-the-shelf algorithms. Our algorithm pipeline are sensor fusion ready, since they can be used with imaging sensors too.