Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
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BinBuild
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Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
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ROS 2 Jazzy
BinBuild
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File truncated at 100 lines see the full file

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
ROS 2 Kilted
BinBuild
ROS 2 Rolling
BinBuild
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File truncated at 100 lines see the full file

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
ROS 2 Kilted
BinBuild
ROS 2 Rolling
BinBuild
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No version for distro ardent showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
ROS 2 Kilted
BinBuild
ROS 2 Rolling
BinBuild
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No version for distro bouncy showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
ROS 2 Kilted
BinBuild
ROS 2 Rolling
BinBuild
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File truncated at 100 lines see the full file

No version for distro crystal showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

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BinBuild
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BinBuild
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File truncated at 100 lines see the full file

No version for distro eloquent showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

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BinBuild
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File truncated at 100 lines see the full file

No version for distro dashing showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
ROS 2 Kilted
BinBuild
ROS 2 Rolling
BinBuild
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File truncated at 100 lines see the full file

No version for distro galactic showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
ROS 2 Kilted
BinBuild
ROS 2 Rolling
BinBuild
kitti_metrics_eval Build Status
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File truncated at 100 lines see the full file

No version for distro foxy showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
ROS 2 Kilted
BinBuild
ROS 2 Rolling
BinBuild
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File truncated at 100 lines see the full file

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

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BinBuild
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File truncated at 100 lines see the full file

No version for distro lunar showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

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File truncated at 100 lines see the full file

No version for distro jade showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
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No version for distro indigo showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
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BinBuild
ROS 2 Rolling
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File truncated at 100 lines see the full file

No version for distro hydro showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
ROS 2 Kilted
BinBuild
ROS 2 Rolling
BinBuild
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File truncated at 100 lines see the full file

No version for distro kinetic showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

Individual package build status

Note: Rows within each cell are for amd64 and arm64 architectures.

Package ROS 2 Humble
BinBuild
ROS 2 Jazzy
BinBuild
ROS 2 Kilted
BinBuild
ROS 2 Rolling
BinBuild
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No version for distro melodic showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

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No version for distro noetic showing humble. Known supported distros are highlighted in the buttons above.

Repository Summary

Checkout URI https://github.com/MOLAorg/mola.git
VCS Type git
VCS Version develop
Last Updated 2025-09-08
Dev Status DEVELOPED
Released RELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

README

:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping

Docs CI ROS CI Check clang-format License

A modern, modular C++ and ROS 2 framework for Localization and SLAM. Configurable pipelines for LiDAR Odometry, LIO, and more.


Distro Build dev Release
ROS 2 Humble (u22.04) Build Status Version
ROS 2 Jazzy (u24.04) Build Status Version
ROS 2 Kilted (u24.04) Build Status Version
ROS 2 Rolling (u24.04) Build Status Version
EOL Distro Last Release
ROS 2 Iron (u22.04) Version

πŸ€– What is MOLA?

MOLA (Modular Optimization framework for Localization and mApping) is a 🧩 modular, βš™οΈ extensible, and πŸš€ high-performance framework for robotics localization and πŸ—ΊοΈ mapping.

This repository contains the base open-sourced packages for the MOLA project. Other packages exist under the MOLAorg organization.

Refer to the official documentation for build instructions, demos, API reference, etc.

πŸ—ΊοΈ Features

  • πŸ“ LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
  • 🧩 Plug-and-play modules to build configurable ICP and SLAM pipelines
  • πŸ€– ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++

πŸš€ Demo videos

Lidar-Inertial-Odometry (LIO) demo with Oxford Spires: Peek 2025-08-31 11-36

Lidar-Odometry (LO) demo with KITTI: kitti_demo_06

ROSCon Talk introducing MOLA

Video (Slides):

MOLA ROSCon talk

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