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

stella-cv/stella_vslam

This is a unofficial fork of OpenVSLAM (https://github.com/xdspacelab/openvslam) observed · 2026-08-28

github.com/stella-cv/stella_vslam · homepage · C++ · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

77/100

  • Activity 99
  • Release rhythm 35
  • Longevity 100

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2041
  • days_rel: n/a
  • days_push: 7
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1238 stars · 468 forks observed · 2026-08-28

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

stella_vslam is a community-maintained fork of OpenVSLAM implementing a monocular, stereo, and RGBD visual SLAM system in C++. It supports multiple camera models (perspective, fisheye, equirectangular), can store and reload maps for relocalization, and offers a modular API with a separate ROS wrapper.

Use cases

  • estimate camera pose from video with visual SLAM
  • build a 3D map from monocular or stereo camera footage
  • localize new images against a prebuilt SLAM map
  • run SLAM with a 360-degree equirectangular camera
  • add visual odometry to a robot with ROS
  • track camera position for AR or drone navigation

When to choose

  • you need a modular visual SLAM library supporting many camera models
  • you want to store, load, and relocalize against prebuilt maps
  • you use fisheye or equirectangular cameras like RICOH THETA or insta360
  • you want an actively maintained OpenVSLAM successor with a ROS wrapper

When to avoid

  • you need a permissively licensed codebase without reservation - check the license history first
  • you require dense reconstruction or depth maps rather than sparse feature-based SLAM
  • you need a turnkey application rather than a C++ library to integrate
  • you depend on the original OpenVSLAM repository, which is no longer available

Facets

library · maturity active

computer-vision simulation sdk computer-vision robotics autonomous-vehicles cpp cross-platform visual-slam slam monocular-camera stereo-camera rgbd-camera camera-localization mapping openvslam-fork equirectangular fisheye algorithms linux macos

1 source

Member repositories

RepositoryRoleHealth v2
stella-cv/stella_vslammain77

For agents

markdown · JSON · MCP: product_card(name="stella-cv/stella_vslam")

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