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

AliceVision

3D Computer Vision Framework observed · 2026-08-28

github.com/alicevision/AliceVision · homepage · C++ · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

69/100

  • Activity 99
  • Release rhythm 12
  • Longevity 100

Flags: 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: 4264
  • days_rel: 379
  • days_push: 7
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

3486 stars · 878 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Meshroom is an open-source, node-based visual programming application for building and executing data processing pipelines, best known for 3D photogrammetric reconstruction via the AliceVision framework. It provides a graph editor for composing nodes, cached incremental re-computation, and local or render-farm distributed execution.

Use cases

  • reconstruct 3D models from photos
  • run photogrammetry pipelines from image sets
  • build node-based data processing workflows
  • process multi-view stereo and structure-from-motion
  • distribute reconstruction jobs on a render farm
  • create custom pipeline nodes in Python
  • visualize images and 3D meshes interactively

When to choose

  • you need open-source photogrammetry or 3D reconstruction from photos
  • you want a visual node graph to compose and cache complex pipelines
  • you need render-farm or distributed execution of processing pipelines
  • you want to extend pipelines with custom Python nodes or CLI tools

When to avoid

  • you need a lightweight command-line-only photogrammetry tool
  • you require a permissive license for commercial embedding (license is custom)
  • your workflow is unrelated to image/3D processing and you only need simple scripting

Facets

application · maturity active

computer-vision image-processing workflow-automation gui machine-learning graphics computer-vision image-processing graphics windows python cross-platform photogrammetry 3d-reconstruction structure-from-motion multi-view-stereo node-based meshing texturing camera-tracking alicevision render-farm linux desktop

2 sources

Member repositories

RepositoryRoleHealth v2
alicevision/AliceVisionmain69
alicevision/Meshroomfrontend69

For agents

markdown · JSON · MCP: product_card(name="alicevision/AliceVision")

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