Comparison
ailia-models vs onepanel
Verdict
Pick ailia-models if pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing; pick onepanel if onepanel is an open source tool designed for computer vision projects with capabilities spanning from data labeling to model tuning and deployment, all supported by a Go-based codebase under the Apache-2.0 license.
Markdown twin · ailia-models alternatives · onepanel alternatives
GraphCanon updated Sep 23, 2026
8views this month
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Trust & integrity
| Signal | ailia-models | onepanel |
|---|---|---|
| Maintenance | Very active (3d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (1306d since push) As of Sep 23, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 23, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | Published findings As of Jul 11, 2026 · 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
- onepanel
- The open source, end-to-end computer vision platform.
Stars
- ailia-models
- 2.4k
- onepanel
- 732
Forks
- ailia-models
- 365
- onepanel
- 73
Open issues
- ailia-models
- 323
- onepanel
- 101
Language
- ailia-models
- Python
- onepanel
- Go
Adopt for
- ailia-models
- Pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing.
- onepanel
- Onepanel is an open source tool designed for computer vision projects with capabilities spanning from data labeling to model tuning and deployment, all supported by a Go-based codebase under the Apache-2.0 license.
Persona
- ailia-models
- -
- onepanel
- -
Runtime
- ailia-models
- -
- onepanel
- -
License
- ailia-models
- -
- onepanel
- Apache-2.0
Last pushed
- ailia-models
- Sep 16, 2026
- onepanel
- Feb 25, 2023
Categories
- ailia-models
- Computer Vision, Model Training, Speech & Audio
- onepanel
- Computer Vision, Inference & Serving, Model Training
Trust and health
Maintenance
- ailia-models
- Very active (96%)
- onepanel
- Dormant (18%)
Days since push
- ailia-models
- 3d
- onepanel
- 1306d
Open issues (now)
- ailia-models
- 323
- onepanel
- 101
Stars delta
- ailia-models
- +35 (30d)
- onepanel
- +2 (30d)
Open issues delta
- ailia-models
- +7 (30d)
- onepanel
- -1 (30d)
OSV dependency advisories
- ailia-models
- No lockfile (source not queried)
- onepanel
- Published findings
Full report
- ailia-models
- Trust report
- onepanel
- Trust report
Choose ailia-models if…
- ailia-models is primarily Python; onepanel is Go.
- Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal.
- Also covers 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 onepanel if…
- onepanel is primarily Go; ailia-models is Python.
- Tags unique to onepanel: aiops, annotation, deeplearning, hyperparameter-tuning.
- Also covers Inference & Serving.
- onepanel ships Docker support for self-hosted deployment.
- When you need an end-to-end platform that supports multiple aspects of computer vision including advanced functionalities such as hyperparameter tuning and automated workflows.
When NOT to use onepanel
- Avoid using Onepanel for projects that require extensive Java-based development because it is written in Go.
- Not suitable if you seek a platform focusing solely on model serving or inference without capabilities to go back upstream into data labeling and preprocessing stages.
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 Sep 20, 2026
- GitHub forks (ailia-ai/ailia-models) · observed Sep 20, 2026
- Last push (ailia-ai/ailia-models) · observed Sep 16, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (onepanelio/onepanel) · observed Sep 23, 2026
- GitHub forks (onepanelio/onepanel) · observed Sep 23, 2026
- Last push (onepanelio/onepanel) · observed Feb 25, 2023
- License file (Apache-2.0) · observed Sep 23, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ailia-models 2.4k · onepanel 732 (synced Sep 20, 2026).
Common questions
- What is the difference between ailia-models and onepanel?
- ailia-models: Repository of pre-trained AI models for ailia SDK. onepanel: The open source, end-to-end computer vision platform.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ailia-models over onepanel?
- Choose ailia-models over onepanel when ailia-models is primarily Python; onepanel is Go; Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal; Also covers Speech & Audio; When developing apps that integrate with the ailia SDK.
- When should I choose onepanel over ailia-models?
- Choose onepanel over ailia-models when onepanel is primarily Go; ailia-models is Python; Tags unique to onepanel: aiops, annotation, deeplearning, hyperparameter-tuning; Also covers Inference & Serving; onepanel ships Docker support for self-hosted deployment; When you need an end-to-end platform that supports multiple aspects of computer vision including advanced functionalities such as hyperparameter tuning and automated workflows.
- 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 onepanel?
- Avoid using Onepanel for projects that require extensive Java-based development because it is written in Go. Not suitable if you seek a platform focusing solely on model serving or inference without capabilities to go back upstream into data labeling and preprocessing stages.
- Is ailia-models or onepanel more popular on GitHub?
- ailia-models has more GitHub stars (2,392 vs 732). Stars measure visibility, not whether either tool fits your constraints.
- Are ailia-models and onepanel open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to ailia-models or onepanel?
- GraphCanon lists graph-backed alternatives at ailia-models alternatives and onepanel alternatives (ailia-models markdown twin, onepanel 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 onepanel?
- ailia-models: Very active. onepanel: 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 onepanel?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ailia-models trust report; onepanel trust report.