Comparison
icevision vs caer
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 caer if caer is noted for its high-performance vision tasks including image and video processing, with GPU support via CUDA.
Markdown twin · icevision alternatives · caer alternatives
GraphCanon updated 3w
Trust & integrity
| Signal | icevision | caer |
|---|---|---|
| Maintenance | Dormant (611d since push) As of 3w · github_public_v1 | Very active (5d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Personal account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) 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
- caer
- High-performance Vision library in Python for scaling research
Stars
- icevision
- 867
- caer
- 812
Forks
- icevision
- 148
- caer
- 108
Open issues
- icevision
- 83
- caer
- 1
Language
- icevision
- Python
- caer
- Python
Adopt for
- icevision
- IceVision is an agnostic computer vision framework that supports integration with multiple training libraries including Fast.ai and PyTorch-Lightning.
- caer
- Caer is noted for its high-performance vision tasks including image and video processing, with GPU support via CUDA.
Persona
- icevision
- -
- caer
- -
Runtime
- icevision
- -
- caer
- -
License
- icevision
- IceVision uses the Apache-2.0 license, granting permission to use, share, and adapt the software freely.
- caer
- MIT
Last pushed
- icevision
- Nov 26, 2024
- caer
- Jul 25, 2026
Categories
- icevision
- Computer Vision
- caer
- Computer Vision
Trust and health
Maintenance
- icevision
- Dormant (18%)
- caer
- Very active (96%)
Days since push
- icevision
- 611d
- caer
- 5d
Open issues (now)
- icevision
- 83
- caer
- 1
Owner type
- icevision
- Organization
- caer
- User
Full report
- icevision
- Trust report
- caer
- Trust report
Shared compatibility
- Python · icevision: Python runtime · caer: Python runtime
Choose icevision if…
- License: icevision is Apache-2.0, caer is MIT.
- Tags unique to icevision: annotation-parsers, coco-dataset, object-detection, pytorch.
- 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 caer if…
- License: caer is MIT, icevision is Apache-2.0.
- Tags unique to caer: artificial-intelligence, augmentation, computer-vision, cuda.
- If you are working on projects that require scaling computer vision research efforts without excessive boilerplate code, Caer offers streamlined solutions.
When NOT to use caer
- Avoid using caer if you are restricted to Python versions lower than 3.6, or when adherence to a specific older Python version is critical to your project.
- If compatibility with only open-source libraries is needed and CUDA support is not required, other more limited scope tools might be a better choice.
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 (jasmcaus/caer) · observed Jul 31, 2026
- GitHub forks (jasmcaus/caer) · observed Jul 31, 2026
- Last push (jasmcaus/caer) · observed Jul 25, 2026
- 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: icevision 867 · caer 812 (synced Jul 31, 2026).
Common questions
- What is the difference between icevision and caer?
- icevision: Agnostic Computer Vision Framework. caer: High-performance Vision library in Python for scaling research. See the comparison table for live GitHub stats and shared categories.
- When should I choose icevision over caer?
- Choose icevision over caer when License: icevision is Apache-2.0, caer is MIT; Tags unique to icevision: annotation-parsers, coco-dataset, object-detection, pytorch; Use IceVision if you are working on Linux or MacOS environments, as the project only supports these operating systems.
- When should I choose caer over icevision?
- Choose caer over icevision when License: caer is MIT, icevision is Apache-2.0; Tags unique to caer: artificial-intelligence, augmentation, computer-vision, cuda; If you are working on projects that require scaling computer vision research efforts without excessive boilerplate code, Caer offers streamlined solutions.
- 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 caer?
- Avoid using caer if you are restricted to Python versions lower than 3.6, or when adherence to a specific older Python version is critical to your project. If compatibility with only open-source libraries is needed and CUDA support is not required, other more limited scope tools might be a better choice.
- Is icevision or caer more popular on GitHub?
- icevision has more GitHub stars (867 vs 812). Stars measure visibility, not whether either tool fits your constraints.
- Are icevision and caer open source?
- Yes - both are open-source projects on GitHub (icevision: Apache-2.0, caer: MIT).
- Where can I find alternatives to icevision or caer?
- GraphCanon lists graph-backed alternatives at icevision alternatives and caer alternatives (icevision markdown twin, caer 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 caer?
- icevision: Dormant. caer: 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 caer?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: icevision trust report; caer trust report.