Mobile Robot Programming Toolkit (MRPT)
Mobile Robot Programming Toolkit: empowering C++ development in robotics
Mobile Robot Programming Toolkit provides developers with portable and well-tested applications and C++ libraries covering data structures and algorithms employed in common robotics research areas. It is open source, released under the BSD license. Limited wrappers exist for Python and MATLAB. MRPT runs under Windows, GNU/Linux on a PC or on ARM embedded platforms (e.g. Raspberry Pi 2)
Created in 2005 and with tens of thousands of downloads, MRPT libraries include:
- SLAM/SfM solutions
- 3D(6D) geometry
- SE(2)/SE(3) Lie groups
- Probability density functions (pdfs) over points, landmarks, poses and maps
- Bayesian inference (Kalman filters, particle filters) for robot localization and mapping
- Image processing
- Obstacle avoidance for autonomous vehicles.
MRPT also provides GUI apps for Stereo camera calibration, dataset inspection, and much more.
MRPT was created in 2005 by J.L.Blanco, still its main developer, while working in the MAPIR lab (University of Málaga).
MRPT is mentioned in hundreds of scientific papers.