This repository implements NeRF-SLAM, a real-time dense monocular simultaneous localization and mapping system based on neural radiance fields. It uses a monocular camera input to simultaneously localize the camera and reconstruct dense 3D scenes by leveraging volumetric neural rendering. The system also incorporates probabilistic fusion techniques for robust scene reconstruction.