You can try it! It is Open Source on Github:
https://github.com/matlabbe/rtabmap_drone_example
0:00 Phase 1: Guided Exploration (Mapping)
2:16 Phase 2: Autonomous Navigation (Patrolling)
5:58 Full screen visualization
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Drone Visual-Based 2D Indoor Navigation with ROS | NatokHD