Comparison
AliceVision vs VLN-CE
Verdict
Pick AliceVision if aliceVision is a C++ based framework for 3D reconstruction tasks such as photogrammetry and camera tracking; pick VLN-CE if vLN-CE provides Python-based resources for Vision-and-Language Navigation research using Habitat. It uses the MIT license but the datasets adhere to Matterport3D terms.
Markdown twin · AliceVision alternatives · VLN-CE alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | AliceVision | VLN-CE |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Dormant (569d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal account As of 2w · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 As of 1mo · osv@v1 | Published findings As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- AliceVision
- 3D Computer Vision Framework
- VLN-CE
- Vision-and-Language Navigation in Continuous Environments using Habitat
Stars
- AliceVision
- 3.5k
- VLN-CE
- 844
Forks
- AliceVision
- 879
- VLN-CE
- 90
Open issues
- AliceVision
- 42
- VLN-CE
- 29
Language
- AliceVision
- C++
- VLN-CE
- Python
Adopt for
- AliceVision
- AliceVision is a C++ based framework for 3D reconstruction tasks such as photogrammetry and camera tracking.
- VLN-CE
- VLN-CE provides Python-based resources for Vision-and-Language Navigation research using Habitat. It uses the MIT license but the datasets adhere to Matterport3D terms.
Persona
- AliceVision
- -
- VLN-CE
- -
Runtime
- AliceVision
- -
- VLN-CE
- -
License
- AliceVision
- Released under MPLv2, allowing for both free and proprietary use while requiring derived work to also be open source if publicly distributed.
- VLN-CE
- MIT
Last pushed
- AliceVision
- Jul 30, 2026
- VLN-CE
- Jan 7, 2025
Categories
- AliceVision
- Computer Vision
- VLN-CE
- Computer Vision, Model Training
Trust and health
Maintenance
- AliceVision
- Very active (96%)
- VLN-CE
- Dormant (18%)
Days since push
- AliceVision
- 0d
- VLN-CE
- 569d
Open issues (now)
- AliceVision
- 42
- VLN-CE
- 29
Owner type
- AliceVision
- Organization
- VLN-CE
- User
OSV dependency advisories
- AliceVision
- No published findings from this source as of 2026-07-11
- VLN-CE
- Published findings
Full report
- AliceVision
- Trust report
- VLN-CE
- Trust report
Choose AliceVision if…
- AliceVision is primarily C++; VLN-CE is Python.
- License: AliceVision is Other, VLN-CE is MIT.
- Tags unique to AliceVision: 3d-computer-vision, 3d-reconstruction, alicevision, camera-tracking.
- For C++ programmers working on projects that require precise 3D modeling using stereo vision techniques
When NOT to use AliceVision
- If your project requires a high-level programming interface less involved with low-level coding in C++
- For users who prefer a fully integrated software solution over a framework that might require custom integration
Choose VLN-CE if…
- VLN-CE is primarily Python; AliceVision is C++.
- License: VLN-CE is MIT, AliceVision is Other.
- Tags unique to VLN-CE: computer-vision, deep-learning, python, research.
- Also covers Model Training.
- When aiming to advance robotics navigation by training models on vision-language tasks with habitat-sim.
When NOT to use VLN-CE
- Avoid if your project needs fully open datasets, as some VLN-CE components are restricted by Matterport3D license terms.
- Steer clear if you prefer tools with built-in support for environments other than those within the Habitat simulation framework.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (alicevision/AliceVision) · observed Jul 31, 2026
- GitHub forks (alicevision/AliceVision) · observed Jul 31, 2026
- Last push (alicevision/AliceVision) · observed Jul 30, 2026
- License file (Other) · observed Jul 31, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (jacobkrantz/VLN-CE) · observed Jul 31, 2026
- GitHub forks (jacobkrantz/VLN-CE) · observed Jul 31, 2026
- Last push (jacobkrantz/VLN-CE) · observed Jan 7, 2025
- License file (MIT) · observed Jul 31, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AliceVision 3.5k · VLN-CE 844 (synced Jul 31, 2026).
Common questions
- What is the difference between AliceVision and VLN-CE?
- AliceVision: 3D Computer Vision Framework. VLN-CE: Vision-and-Language Navigation in Continuous Environments using Habitat. See the comparison table for live GitHub stats and shared categories.
- When should I choose AliceVision over VLN-CE?
- Choose AliceVision over VLN-CE when AliceVision is primarily C++; VLN-CE is Python; License: AliceVision is Other, VLN-CE is MIT; Tags unique to AliceVision: 3d-computer-vision, 3d-reconstruction, alicevision, camera-tracking; For C++ programmers working on projects that require precise 3D modeling using stereo vision techniques.
- When should I choose VLN-CE over AliceVision?
- Choose VLN-CE over AliceVision when VLN-CE is primarily Python; AliceVision is C++; License: VLN-CE is MIT, AliceVision is Other; Tags unique to VLN-CE: computer-vision, deep-learning, python, research; Also covers Model Training; When aiming to advance robotics navigation by training models on vision-language tasks with habitat-sim.
- When should I avoid AliceVision?
- If your project requires a high-level programming interface less involved with low-level coding in C++ For users who prefer a fully integrated software solution over a framework that might require custom integration
- When should I avoid VLN-CE?
- Avoid if your project needs fully open datasets, as some VLN-CE components are restricted by Matterport3D license terms. Steer clear if you prefer tools with built-in support for environments other than those within the Habitat simulation framework.
- Is AliceVision or VLN-CE more popular on GitHub?
- AliceVision has more GitHub stars (3,462 vs 844). Stars measure visibility, not whether either tool fits your constraints.
- Are AliceVision and VLN-CE open source?
- Yes - both are open-source projects on GitHub (AliceVision: Other, VLN-CE: MIT).
- Where can I find alternatives to AliceVision or VLN-CE?
- GraphCanon lists graph-backed alternatives at AliceVision alternatives and VLN-CE alternatives (AliceVision markdown twin, VLN-CE markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, AliceVision or VLN-CE?
- AliceVision: Very active. VLN-CE: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for AliceVision and VLN-CE?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AliceVision trust report; VLN-CE trust report.