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README.md

Kimera

Kimera is a C++ library for real-time metric-semantic simultaneous localization and mapping, which uses camera images and inertial data to build a semantically annotated 3D mesh of the environment. Kimera is modular, ROS-enabled, and runs on a CPU.

Kimera comprises four modules:

  • A fast and accurate Visual Inertial Odometry (VIO) pipeline (Kimera-VIO)
  • A full SLAM implementation based on Robust Pose Graph Optimization (Kimera-RPGO)
  • A per-frame and multi-frame 3D mesh generator (Kimera-Mesher)
  • And a generator of semantically annotated 3D meshes (Kimera-Semantics)

Kimera

Click on the following links to install Kimera's modules and get started! It is very easy to install!

Kimera-VIO & Kimera-Mesher

Kimera-RPGO

Kimera-Semantics

Chart

overall_chart

Citation

If you found any of the above modules useful, we would really appreciate if you could cite our work:

@misc{Rosinol19arxiv-Kimera,
  title = {Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping},
  author = {Rosinol, Antoni and Abate, Marcus and Chang, Yun and Carlone, Luca},
  year = {2019},
  eprint = {1910.02490},
  archiveprefix = {arXiv},
  primaryclass = {cs.RO},
  url = {https://github.com/MIT-SPARK/Kimera},
  pdf = {https://arxiv.org/pdf/1910.02490.pdf}
}

License

BSD License

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