#45 · Primary category: Robotics & Embodied AI Simulation

Kimera

3d-reconstruction computer-vision robotics semantics slam visual-inertial-odometry

Index repo for Kimera code

Project last updated:01/30/21

GitHub Stars

2.1K

Forks

241

Contributors

3

License

BSD-2-Clause

Why we included this project

Robotics teams that need a robot to know not just where it is but what it is looking at can start here. Kimera is a modular C++ library that fuses camera images with inertial data to keep a platform localized while building a 3D mesh of the environment where each surface carries a semantic label. The project is split into four linked modules covering visual-inertial odometry, pose-graph SLAM, mesh generation, and semantic meshing, and this repo is the index that points you to the right install page for each one. It is ROS-enabled and runs on a CPU, which matters for real mobile platforms that cannot lean on a GPU. The README also links visual-inertial datasets and a photo-realistic simulator for testing your own metric-semantic SLAM work.

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