Comparison
AliceVision vs auto-sklearn
Verdict
Pick AliceVision when aliceVision is primarily C++; auto-sklearn is Python; pick auto-sklearn when auto-sklearn is primarily Python; AliceVision is C++.
Markdown twin · AliceVision alternatives · auto-sklearn alternatives
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Trust & integrity
| Signal | AliceVision | auto-sklearn |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Active (12d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No criticals As of today · osv@v1 | 22 low (22 low) As of today · osv@v1 |
Tagline
- AliceVision
- 3D Computer Vision Framework
- auto-sklearn
- Automated Machine Learning with scikit-learn
Stars
- AliceVision
- 3.5k
- auto-sklearn
- 8.1k
Forks
- AliceVision
- 878
- auto-sklearn
- 1.3k
Open issues
- AliceVision
- 39
- auto-sklearn
- 210
Language
- AliceVision
- C++
- auto-sklearn
- Python
Adopt for
- AliceVision
- -
- auto-sklearn
- -
Persona
- AliceVision
- -
- auto-sklearn
- -
Runtime
- AliceVision
- -
- auto-sklearn
- -
License
- AliceVision
- Other
- auto-sklearn
- BSD-3-Clause
Last pushed
- AliceVision
- Jul 10, 2026
- auto-sklearn
- Jun 29, 2026
Categories
- AliceVision
- Computer Vision
- auto-sklearn
- Model Training, Computer Vision, Developer Tools
Trust and health
Maintenance
- AliceVision
- Very active (96%)
- auto-sklearn
- Active (82%)
Days since push
- AliceVision
- 0d
- auto-sklearn
- 12d
Open issues (now)
- AliceVision
- 39
- auto-sklearn
- 210
Security scan
- AliceVision
- No criticals
- auto-sklearn
- 22 low (22 low)
Full report
- AliceVision
- Trust report
- auto-sklearn
- Trust report
Choose AliceVision if…
- AliceVision is primarily C++; auto-sklearn is Python.
- License: AliceVision is Other, auto-sklearn is BSD-3-Clause.
- Tags unique to AliceVision: camera-tracking, hdri-image, 3d-reconstruction, ai.
Choose auto-sklearn if…
- auto-sklearn is primarily Python; AliceVision is C++.
- License: auto-sklearn is BSD-3-Clause, AliceVision is Other.
- Tags unique to auto-sklearn: automl, meta-learning, hyperparameter-search, hyperparameter-tuning.
- Also covers Model Training, Developer Tools.
- auto-sklearn ships Docker support for self-hosted deployment.
When NOT to use auto-sklearn
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
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 11, 2026
- GitHub forks (alicevision/AliceVision) · observed Jul 11, 2026
- Last push (alicevision/AliceVision) · observed Jul 10, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (automl/auto-sklearn) · observed Jul 11, 2026
- GitHub forks (automl/auto-sklearn) · observed Jul 11, 2026
- Last push (automl/auto-sklearn) · observed Jun 29, 2026
- License file (BSD-3-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AliceVision 3.5k · auto-sklearn 8.1k (synced Jul 11, 2026).
Common questions
- What is the difference between AliceVision and auto-sklearn?
- AliceVision: 3D Computer Vision Framework. auto-sklearn: Automated Machine Learning with scikit-learn. See the comparison table for live GitHub stats and shared categories.
- When should I choose AliceVision over auto-sklearn?
- Choose AliceVision over auto-sklearn when AliceVision is primarily C++; auto-sklearn is Python; License: AliceVision is Other, auto-sklearn is BSD-3-Clause; Tags unique to AliceVision: camera-tracking, hdri-image, 3d-reconstruction, ai.
- When should I choose auto-sklearn over AliceVision?
- Choose auto-sklearn over AliceVision when auto-sklearn is primarily Python; AliceVision is C++; License: auto-sklearn is BSD-3-Clause, AliceVision is Other; Tags unique to auto-sklearn: automl, meta-learning, hyperparameter-search, hyperparameter-tuning; Also covers Model Training, Developer Tools; auto-sklearn ships Docker support for self-hosted deployment.
- When should I avoid auto-sklearn?
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is AliceVision or auto-sklearn more popular on GitHub?
- auto-sklearn has more GitHub stars (8,119 vs 3,456). Stars measure visibility, not whether either tool fits your constraints.
- Are AliceVision and auto-sklearn open source?
- Yes - both are open-source projects on GitHub (AliceVision: Other, auto-sklearn: BSD-3-Clause).
- Where can I find alternatives to AliceVision or auto-sklearn?
- GraphCanon lists graph-backed alternatives at AliceVision alternatives and auto-sklearn alternatives (AliceVision markdown twin, auto-sklearn 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 auto-sklearn?
- AliceVision: Very active. auto-sklearn: Active. 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 auto-sklearn?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AliceVision trust report; auto-sklearn trust report.