Ross ROSS = Recommend OSS · open-source software intelligence for agents

HViktorTsoi/FAST_LIO_LOCALIZATION

A simple localization framework that can re-localize in built maps based on FAST-LIO. observed · 2026-08-28

github.com/HViktorTsoi/FAST_LIO_LOCALIZATION · C++ · GPL-2.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1851
  • days_rel: n/a
  • days_push: 1201
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1048 stars · 213 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A ROS-based localization framework that re-localizes a robot in a pre-built 3D point cloud map by fusing FAST-LIO lidar odometry with low-frequency global localization. It eliminates odometry drift and supports initial pose estimation via RVIZ or external sensors.

Use cases

  • localize a robot in a pre-built lidar point cloud map
  • eliminate accumulated odometry drift from FAST-LIO
  • run realtime 3D global localization with Livox lidar
  • re-localize in maps built with LIO-SAM or FAST-LIO-SLAM
  • fuse low-frequency global localization with high-frequency lidar odometry
  • provide initial pose manually in RVIZ or from another sensor

When to choose

  • you already use FAST-LIO and need map-based localization
  • you have a pre-built point cloud map from LIO-SAM or FAST-LIO-SLAM
  • you need computationally efficient realtime localization with Livox lidar
  • your robot runs ROS on Linux

When to avoid

  • you need a full SLAM system to build maps from scratch
  • you don't use ROS or Livox-style lidar
  • you need visual (camera-based) localization
  • you need active maintenance or recent updates

Facets

library · maturity maintenance

robotics computer-vision simulation robotics autonomous-vehicles computer-vision cpp python lidar-localization fast-lio ros point-cloud-map slam livox-lidar odometry linux

1 source

Member repositories

RepositoryRoleHealth v2
HViktorTsoi/FAST_LIO_LOCALIZATIONmain32

For agents

markdown · JSON · MCP: product_card(name="HViktorTsoi/FAST_LIO_LOCALIZATION")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem