Comparison
icevision vs coreai-model-zoo
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 coreai-model-zoo if coreAI Model Zoo supports verified models on real Apple devices with one-line Swift execution for various AI tasks leveraging CoreAIKit.
Markdown twin · icevision alternatives · coreai-model-zoo alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | icevision | coreai-model-zoo |
|---|---|---|
| Maintenance | Dormant (611d since push) As of 3w · github_public_v1 | Very active (0d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Personal account As of 1w · 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
- coreai-model-zoo
- Community model zoo for Apple Core AI devices with support for various models including LLMs and VLMs
Stars
- icevision
- 867
- coreai-model-zoo
- 388
Forks
- icevision
- 148
- coreai-model-zoo
- 24
Open issues
- icevision
- 83
- coreai-model-zoo
- 3
Language
- icevision
- Python
- coreai-model-zoo
- Python
Adopt for
- icevision
- IceVision is an agnostic computer vision framework that supports integration with multiple training libraries including Fast.ai and PyTorch-Lightning.
- coreai-model-zoo
- CoreAI Model Zoo supports verified models on real Apple devices with one-line Swift execution for various AI tasks leveraging CoreAIKit.
Persona
- icevision
- -
- coreai-model-zoo
- -
Runtime
- icevision
- -
- coreai-model-zoo
- -
License
- icevision
- IceVision uses the Apache-2.0 license, granting permission to use, share, and adapt the software freely.
- coreai-model-zoo
- Other
Last pushed
- icevision
- Nov 26, 2024
- coreai-model-zoo
- Aug 12, 2026
Categories
- icevision
- Computer Vision
- coreai-model-zoo
- Computer Vision, Inference & Serving, LLM Frameworks, Model Training, Speech & Audio
Trust and health
Maintenance
- icevision
- Dormant (18%)
- coreai-model-zoo
- Very active (96%)
Days since push
- icevision
- 611d
- coreai-model-zoo
- 0d
Open issues (now)
- icevision
- 83
- coreai-model-zoo
- 3
Owner type
- icevision
- Organization
- coreai-model-zoo
- User
Full report
- icevision
- Trust report
- coreai-model-zoo
- Trust report
Choose icevision if…
- License: icevision is Apache-2.0, coreai-model-zoo 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 coreai-model-zoo if…
- License: coreai-model-zoo is Other, icevision is Apache-2.0.
- Tags unique to coreai-model-zoo: apple-silicon, asr, coreml, image-generation.
- Also covers Inference & Serving, LLM Frameworks, Model Training, Speech & Audio.
- When targeting iOS or macOS devices with a need for quickly deployed, locally run models covering text and vision tasks
When NOT to use coreai-model-zoo
- In environments outside Apple Core AI ecosystems due to dependency on Apple-specific technologies like Metal kernels
- When extensive custom model training is needed, as the focus here is on serving and running verified models rather than deep training capabilities
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 (john-rocky/coreai-model-zoo) · observed Aug 13, 2026
- GitHub forks (john-rocky/coreai-model-zoo) · observed Aug 13, 2026
- Last push (john-rocky/coreai-model-zoo) · observed Aug 12, 2026
- License file (Other) · observed Aug 13, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: icevision 867 · coreai-model-zoo 388 (synced Jul 31, 2026).
Common questions
- What is the difference between icevision and coreai-model-zoo?
- icevision: Agnostic Computer Vision Framework. coreai-model-zoo: Community model zoo for Apple Core AI devices with support for various models including LLMs and VLMs. See the comparison table for live GitHub stats and shared categories.
- When should I choose icevision over coreai-model-zoo?
- Choose icevision over coreai-model-zoo when License: icevision is Apache-2.0, coreai-model-zoo 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 coreai-model-zoo over icevision?
- Choose coreai-model-zoo over icevision when License: coreai-model-zoo is Other, icevision is Apache-2.0; Tags unique to coreai-model-zoo: apple-silicon, asr, coreml, image-generation; Also covers Inference & Serving, LLM Frameworks, Model Training, Speech & Audio; When targeting iOS or macOS devices with a need for quickly deployed, locally run models covering text and vision tasks.
- 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 coreai-model-zoo?
- In environments outside Apple Core AI ecosystems due to dependency on Apple-specific technologies like Metal kernels When extensive custom model training is needed, as the focus here is on serving and running verified models rather than deep training capabilities
- Is icevision or coreai-model-zoo more popular on GitHub?
- icevision has more GitHub stars (867 vs 388). Stars measure visibility, not whether either tool fits your constraints.
- Are icevision and coreai-model-zoo open source?
- Yes - both are open-source projects on GitHub (icevision: Apache-2.0, coreai-model-zoo: Other).
- Where can I find alternatives to icevision or coreai-model-zoo?
- GraphCanon lists graph-backed alternatives at icevision alternatives and coreai-model-zoo alternatives (icevision markdown twin, coreai-model-zoo 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 coreai-model-zoo?
- icevision: Dormant. coreai-model-zoo: 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 coreai-model-zoo?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: icevision trust report; coreai-model-zoo trust report.