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MDE Visual SLAM

GitHub last commit Crates.io

Current Features

Feature Status Notes
Core SLAM System 🚧 WIP Basic SLAM structure & modules
Feature Detection 🚧 WIP ML based feature extraction, with custom meta learning model distilled from DINOv3.
Feature Matching ✅ Complete BFMatching
Keyframe Management 🚧 WIP Management of keyframes is being developed
ROS Integration 🚧 WIP A ROS node is created to subscribe to raw camera feed

Planned Features

  • ROS integration for publishing the map and camera pose
  • Real-time performance
  • Loop closure
  • Relocalization
  • MDE for dense points
  • Bevy Gaussian splatting visulization w/ Bevy plugin

MIT License

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Monocular SLAM triangle splatting ML based feature extraction

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