A search and rescue drone. The system allows for artificial intelligence/neural network based 3D imaging, navigation, and machine reasoning in a GPS denied and confined environment. It has been optimized for indoor, (or outdoor in a cluttered environment) use where most small unmanned aerial systems cannot operate well.