Comparison
icevision vs AliceVision
Verdict
Pick icevision if iceVision is an agnostic computer vision framework that supports integration with multiple training libraries including Fast.ai and PyTorch-Lightning; pick AliceVision if aliceVision is a C++ based framework for 3D reconstruction tasks such as photogrammetry and camera tracking.
Markdown twin · icevision alternatives · AliceVision alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | icevision | AliceVision |
|---|---|---|
| Maintenance | Dormant (611d since push) As of 3w · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No published findings from this source as of 2026-07-11 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
- icevision
- Agnostic Computer Vision Framework
- AliceVision
- 3D Computer Vision Framework
Stars
- icevision
- 867
- AliceVision
- 3.5k
Forks
- icevision
- 148
- AliceVision
- 879
Open issues
- icevision
- 83
- AliceVision
- 42
Language
- icevision
- Python
- AliceVision
- C++
Adopt for
- icevision
- IceVision is an agnostic computer vision framework that supports integration with multiple training libraries including Fast.ai and PyTorch-Lightning.
- AliceVision
- AliceVision is a C++ based framework for 3D reconstruction tasks such as photogrammetry and camera tracking.
Persona
- icevision
- -
- AliceVision
- -
Runtime
- icevision
- -
- AliceVision
- -
License
- icevision
- IceVision uses the Apache-2.0 license, granting permission to use, share, and adapt the software freely.
- AliceVision
- Released under MPLv2, allowing for both free and proprietary use while requiring derived work to also be open source if publicly distributed.
Last pushed
- icevision
- Nov 26, 2024
- AliceVision
- Jul 30, 2026
Categories
- icevision
- Computer Vision
- AliceVision
- Computer Vision
Trust and health
Maintenance
- icevision
- Dormant (18%)
- AliceVision
- Very active (96%)
Days since push
- icevision
- 611d
- AliceVision
- 0d
Open issues (now)
- icevision
- 83
- AliceVision
- 42
OSV dependency advisories
- icevision
- No lockfile (source not queried)
- AliceVision
- No published findings from this source as of 2026-07-11
Full report
- icevision
- Trust report
- AliceVision
- Trust report
Choose icevision if…
- icevision is primarily Python; AliceVision is C++.
- License: icevision is Apache-2.0, AliceVision is Other.
- Tags unique to icevision: annotation-parsers, coco-dataset, deep-learning, object-detection.
- Use IceVision if you are working on Linux or MacOS environments, as the project only supports these operating systems.
When NOT to use icevision
- Do not use IceVision if you are working on Windows, because the framework does not support this operating system.
- Avoid IceVision in scenarios where there is a strict dependency on a third-party tool or library that is incompatible with Fast.ai and PyTorch-Lightning.
Choose AliceVision if…
- AliceVision is primarily C++; icevision is Python.
- License: AliceVision is Other, icevision is Apache-2.0.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (airctic/icevision) · observed Jul 31, 2026
- GitHub forks (airctic/icevision) · observed Jul 31, 2026
- Last push (airctic/icevision) · observed Nov 26, 2024
- License file (Apache-2.0) · observed Jul 31, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: icevision 867 · AliceVision 3.5k (synced Jul 31, 2026).
Common questions
- What is the difference between icevision and AliceVision?
- icevision: Agnostic Computer Vision Framework. AliceVision: 3D Computer Vision Framework. See the comparison table for live GitHub stats and shared categories.
- When should I choose icevision over AliceVision?
- Choose icevision over AliceVision when icevision is primarily Python; AliceVision is C++; License: icevision is Apache-2.0, AliceVision is Other; Tags unique to icevision: annotation-parsers, coco-dataset, deep-learning, object-detection; Use IceVision if you are working on Linux or MacOS environments, as the project only supports these operating systems.
- When should I choose AliceVision over icevision?
- Choose AliceVision over icevision when AliceVision is primarily C++; icevision is Python; License: AliceVision is Other, icevision is Apache-2.0; 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 avoid icevision?
- Do not use IceVision if you are working on Windows, because the framework does not support this operating system. Avoid IceVision in scenarios where there is a strict dependency on a third-party tool or library that is incompatible with Fast.ai and PyTorch-Lightning.
- 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
- Is icevision or AliceVision more popular on GitHub?
- AliceVision has more GitHub stars (3,462 vs 867). Stars measure visibility, not whether either tool fits your constraints.
- Are icevision and AliceVision open source?
- Yes - both are open-source projects on GitHub (icevision: Apache-2.0, AliceVision: Other).
- Where can I find alternatives to icevision or AliceVision?
- GraphCanon lists graph-backed alternatives at icevision alternatives and AliceVision alternatives (icevision markdown twin, AliceVision 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, icevision or AliceVision?
- icevision: Dormant. AliceVision: Very 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 icevision and AliceVision?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: icevision trust report; AliceVision trust report.