Comparison
ailia-models vs autokeras
Verdict
Pick ailia-models if pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing; pick autokeras if autoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+.
Markdown twin · ailia-models alternatives · autokeras alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | ailia-models | autokeras |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3d · github_public_v1 | Slowing (251d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · 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
- autokeras
- AutoML library for deep learning
Stars
- ailia-models
- 2.4k
- autokeras
- 9.3k
Forks
- ailia-models
- 363
- autokeras
- 1.4k
Open issues
- ailia-models
- 321
- autokeras
- 161
Language
- ailia-models
- Python
- autokeras
- Python
Adopt for
- ailia-models
- Pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing.
- autokeras
- AutoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+.
Persona
- ailia-models
- -
- autokeras
- -
Runtime
- ailia-models
- -
- autokeras
- -
License
- ailia-models
- -
- autokeras
- Apache-2.0
Last pushed
- ailia-models
- Aug 21, 2026
- autokeras
- Nov 25, 2025
Categories
- ailia-models
- Computer Vision, Model Training, Speech & Audio
- autokeras
- Developer Tools, Model Training
Trust and health
Maintenance
- ailia-models
- Very active (96%)
- autokeras
- Slowing (36%)
Days since push
- ailia-models
- 0d
- autokeras
- 251d
Open issues (now)
- ailia-models
- 321
- autokeras
- 161
Stars delta
- ailia-models
- +8 (30d)
- autokeras
- Unknown
Open issues delta
- ailia-models
- +5 (30d)
- autokeras
- Unknown
Full report
- ailia-models
- Trust report
- autokeras
- Trust report
Shared compatibility
- Python · ailia-models: Python runtime · autokeras: Python runtime
Choose ailia-models if…
- Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal.
- Also covers Computer Vision, 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 autokeras if…
- Tags unique to autokeras: autodl, automl, keras, machine-learning.
- Also covers Developer Tools.
- When your project involves deep learning tasks requiring minimal manual intervention in designing models.
When NOT to use autokeras
- When working with Python versions older than 3.7 or TensorFlow versions older than 2.8.0, as AutoKeras is not compatible.
- If your project emphasizes transparent, understandable model architecture over automated generation without human oversight.
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 (keras-team/autokeras) · observed Aug 4, 2026
- GitHub forks (keras-team/autokeras) · observed Aug 4, 2026
- Last push (keras-team/autokeras) · observed Nov 25, 2025
- License file (Apache-2.0) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ailia-models 2.4k · autokeras 9.3k (synced Aug 22, 2026).
Common questions
- What is the difference between ailia-models and autokeras?
- ailia-models: Repository of pre-trained AI models for ailia SDK. autokeras: AutoML library for deep learning. See the comparison table for live GitHub stats and shared categories.
- When should I choose ailia-models over autokeras?
- Choose ailia-models over autokeras when Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal; Also covers Computer Vision, Speech & Audio; When developing apps that integrate with the ailia SDK.
- When should I choose autokeras over ailia-models?
- Choose autokeras over ailia-models when Tags unique to autokeras: autodl, automl, keras, machine-learning; Also covers Developer Tools; When your project involves deep learning tasks requiring minimal manual intervention in designing models.
- 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 autokeras?
- When working with Python versions older than 3.7 or TensorFlow versions older than 2.8.0, as AutoKeras is not compatible. If your project emphasizes transparent, understandable model architecture over automated generation without human oversight.
- Is ailia-models or autokeras more popular on GitHub?
- autokeras has more GitHub stars (9,328 vs 2,365). Stars measure visibility, not whether either tool fits your constraints.
- Are ailia-models and autokeras open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to ailia-models or autokeras?
- GraphCanon lists graph-backed alternatives at ailia-models alternatives and autokeras alternatives (ailia-models markdown twin, autokeras 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 autokeras?
- ailia-models: Very active. autokeras: Slowing. 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 autokeras?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ailia-models trust report; autokeras trust report.