Comparison
ailia-models vs icevision
Verdict
Pick ailia-models if pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing; pick icevision if iceVision is an agnostic computer vision framework that supports integration with multiple training libraries including Fast.ai and PyTorch-Lightning.
Markdown twin · ailia-models alternatives · icevision alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | ailia-models | icevision |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2d · github_public_v1 | Dormant (611d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2d · 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 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
- ailia-models
- Repository of pre-trained AI models for ailia SDK
- icevision
- Agnostic Computer Vision Framework
Stars
- ailia-models
- 2.4k
- icevision
- 867
Forks
- ailia-models
- 363
- icevision
- 148
Open issues
- ailia-models
- 321
- icevision
- 83
Language
- ailia-models
- Python
- icevision
- Python
Adopt for
- ailia-models
- Pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing.
- icevision
- IceVision is an agnostic computer vision framework that supports integration with multiple training libraries including Fast.ai and PyTorch-Lightning.
Persona
- ailia-models
- -
- icevision
- -
Runtime
- ailia-models
- -
- icevision
- -
License
- ailia-models
- -
- icevision
- IceVision uses the Apache-2.0 license, granting permission to use, share, and adapt the software freely.
Last pushed
- ailia-models
- Aug 21, 2026
- icevision
- Nov 26, 2024
Categories
- ailia-models
- Computer Vision, Model Training, Speech & Audio
- icevision
- Computer Vision
Trust and health
Maintenance
- ailia-models
- Very active (96%)
- icevision
- Dormant (18%)
Days since push
- ailia-models
- 0d
- icevision
- 611d
Open issues (now)
- ailia-models
- 321
- icevision
- 83
Stars delta
- ailia-models
- +8 (30d)
- icevision
- Unknown
Open issues delta
- ailia-models
- +5 (30d)
- icevision
- Unknown
Full report
- ailia-models
- Trust report
- icevision
- Trust report
Shared compatibility
- Python · ailia-models: Python runtime · icevision: Python runtime
Choose ailia-models if…
- Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal.
- Also covers Model Training, Speech & Audio.
- When developing apps that integrate with the ailia SDK
When NOT to use ailia-models
- If your project does not align with ailia SDK or its specific model categories
- When you require customization beyond what is offered by pre-trained models in this repository
Choose icevision if…
- Tags unique to icevision: ai, annotation-parsers, coco-dataset, object-detection.
- Use IceVision if you are working on Linux or MacOS environments, as the project only supports these operating systems.
- Leaner open-issue backlog (83).
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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ailia-ai/ailia-models) · observed Aug 22, 2026
- GitHub forks (ailia-ai/ailia-models) · observed Aug 22, 2026
- Last push (ailia-ai/ailia-models) · observed Aug 21, 2026
- License file (unknown) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: ailia-models 2.4k · icevision 867 (synced Aug 22, 2026).
Common questions
- What is the difference between ailia-models and icevision?
- ailia-models: Repository of pre-trained AI models for ailia SDK. icevision: Agnostic Computer Vision Framework. See the comparison table for live GitHub stats and shared categories.
- When should I choose ailia-models over icevision?
- Choose ailia-models over icevision when Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal; Also covers Model Training, Speech & Audio; When developing apps that integrate with the ailia SDK.
- When should I choose icevision over ailia-models?
- Choose icevision over ailia-models when Tags unique to icevision: ai, annotation-parsers, coco-dataset, object-detection; Use IceVision if you are working on Linux or MacOS environments, as the project only supports these operating systems; Leaner open-issue backlog (83).
- When should I avoid ailia-models?
- If your project does not align with ailia SDK or its specific model categories When you require customization beyond what is offered by pre-trained models in this repository
- 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.
- Is ailia-models or icevision more popular on GitHub?
- ailia-models has more GitHub stars (2,365 vs 867). Stars measure visibility, not whether either tool fits your constraints.
- Are ailia-models and icevision open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to ailia-models or icevision?
- GraphCanon lists graph-backed alternatives at ailia-models alternatives and icevision alternatives (ailia-models markdown twin, icevision 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, ailia-models or icevision?
- ailia-models: Very active. icevision: 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 ailia-models and icevision?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ailia-models trust report; icevision trust report.