This project aims to adapt an open source visual inertial navigation framework with two modifications. First, an alternative visual descriptor and extractor, SuperPoint, is tested in place of ORB features. Secondly, an invariant error state is implemented in order to more effectively track the IMU pose uncertainty while maintaining the visual feature correction step in a ”dual track” system.