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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file
CONTRIBUTING
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 (-) |
Packages
Name | Version |
---|---|
kitti_metrics_eval | 1.9.1 |
mola | 1.9.1 |
mola_bridge_ros2 | 1.9.1 |
mola_demos | 1.9.1 |
mola_input_euroc_dataset | 1.9.1 |
mola_input_kitti360_dataset | 1.9.1 |
mola_input_kitti_dataset | 1.9.1 |
mola_input_mulran_dataset | 1.9.1 |
mola_input_paris_luco_dataset | 1.9.1 |
mola_input_rawlog | 1.9.1 |
mola_input_rosbag2 | 1.9.1 |
mola_input_video | 1.9.1 |
mola_kernel | 1.9.1 |
mola_launcher | 1.9.1 |
mola_metric_maps | 1.9.1 |
mola_msgs | 1.9.1 |
mola_pose_list | 1.9.1 |
mola_relocalization | 1.9.1 |
mola_traj_tools | 1.9.1 |
mola_viz | 1.9.1 |
mola_yaml | 1.9.1 |
README
:robot: MOLA :compass:
Modular Optimization framework for Localization and mApping
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) | ||
ROS 2 Jazzy (u24.04) | ||
ROS 2 Kilted (u24.04) | ||
ROS 2 Rolling (u24.04) |
EOL Distro | Last Release |
---|---|
ROS 2 Iron (u22.04) |
π€ What is MOLA?
MOLA (Modular Optimization framework for Localization and mApping) is a π§© modular, βοΈ extensible, and π high-performance framework for robotics localization and πΊοΈ 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.
πΊοΈ Features
- π LiDAR Odometry (LO), LiDAR-Inertial Odometry (LIO), geo-referenced maps, sensor fusion
- π§© Plug-and-play modules to build configurable ICP and SLAM pipelines
- π€ ROS 2 ready (Humble, Jazzy, Kilted, Rolling) but also usable from standalone pure C++
π Demo videos
Lidar-Inertial-Odometry (LIO) demo with Oxford Spires:
Lidar-Odometry (LO) demo with KITTI:
ROSCon Talk introducing MOLA
Video (Slides):
Individual package build status
Note: Rows within each cell are for amd64
and arm64
architectures.
File truncated at 100 lines see the full file