Comparison
ailia-models vs RobustVideoMatting
Verdict
Pick ailia-models if pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing; pick RobustVideoMatting if robustVideoMatting is a deep-learning-based video matting tool using recurrent neural networks for real-time processing on videos with temporal memory.
Markdown twin · ailia-models alternatives · RobustVideoMatting alternatives
GraphCanon updated 4d
vs
Trust & integrity
| Signal | ailia-models | RobustVideoMatting |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4d · github_public_v1 | Dormant (849d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · 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
- ailia-models
- Repository of pre-trained AI models for ailia SDK
- RobustVideoMatting
- Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML
Stars
- ailia-models
- 2.4k
- RobustVideoMatting
- 9.5k
Forks
- ailia-models
- 363
- RobustVideoMatting
- 1.2k
Open issues
- ailia-models
- 321
- RobustVideoMatting
- 122
Language
- ailia-models
- Python
- RobustVideoMatting
- Python
Adopt for
- ailia-models
- Pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing.
- RobustVideoMatting
- RobustVideoMatting is a deep-learning-based video matting tool using recurrent neural networks for real-time processing on videos with temporal memory.
Persona
- ailia-models
- -
- RobustVideoMatting
- -
Runtime
- ailia-models
- -
- RobustVideoMatting
- -
License
- ailia-models
- -
- RobustVideoMatting
- GPL-3.0
Last pushed
- ailia-models
- Aug 21, 2026
- RobustVideoMatting
- Apr 2, 2024
Categories
- ailia-models
- Computer Vision, Model Training, Speech & Audio
- RobustVideoMatting
- Computer Vision
Trust and health
Maintenance
- ailia-models
- Very active (96%)
- RobustVideoMatting
- Dormant (18%)
Days since push
- ailia-models
- 0d
- RobustVideoMatting
- 849d
Open issues (now)
- ailia-models
- 321
- RobustVideoMatting
- 122
Stars delta
- ailia-models
- +8 (30d)
- RobustVideoMatting
- Unknown
Open issues delta
- ailia-models
- +5 (30d)
- RobustVideoMatting
- Unknown
Owner type
- ailia-models
- Organization
- RobustVideoMatting
- User
Full report
- ailia-models
- Trust report
- RobustVideoMatting
- Trust report
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 RobustVideoMatting if…
- Pricing: The tool is freely available under GPL-3.0, with no associated costs..
- Requirements: A relevant inference framework such as PyTorch or TensorFlow must be installed.; The tool requires a GPU for optimal performance, particularly for handling high-resolution videos..
- Tags unique to RobustVideoMatting: ai, computer-vision, machine-learning, matting.
- When working with human video matting that requires high frames per second, as it can achieve 4K 76FPS and HD 104FPS on Nvidia GTX 1080 Ti GPU.
When NOT to use RobustVideoMatting
- If you require matting capabilities that do not focus on human-like targets, as RVM is specifically designed with this in mind.
- In scenarios where a model smaller than the MobileNetv3 or ResNet50 options provided by the tool cannot be used due to memory constraints or speed requirements.
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 (PeterL1n/RobustVideoMatting) · observed Jul 31, 2026
- GitHub forks (PeterL1n/RobustVideoMatting) · observed Jul 31, 2026
- Last push (PeterL1n/RobustVideoMatting) · observed Apr 2, 2024
- License file (GPL-3.0) · observed Jul 31, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ailia-models 2.4k · RobustVideoMatting 9.5k (synced Aug 22, 2026).
Common questions
- What is the difference between ailia-models and RobustVideoMatting?
- ailia-models: Repository of pre-trained AI models for ailia SDK. RobustVideoMatting: Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML. See the comparison table for live GitHub stats and shared categories.
- When should I choose ailia-models over RobustVideoMatting?
- Choose ailia-models over RobustVideoMatting 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 RobustVideoMatting over ailia-models?
- Choose RobustVideoMatting over ailia-models when Pricing: The tool is freely available under GPL-3.0, with no associated costs.; Requirements: A relevant inference framework such as PyTorch or TensorFlow must be installed.; The tool requires a GPU for optimal performance, particularly for handling high-resolution videos.; Tags unique to RobustVideoMatting: ai, computer-vision, machine-learning, matting; When working with human video matting that requires high frames per second, as it can achieve 4K 76FPS and HD 104FPS on Nvidia GTX 1080 Ti GPU.
- 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 RobustVideoMatting?
- If you require matting capabilities that do not focus on human-like targets, as RVM is specifically designed with this in mind. In scenarios where a model smaller than the MobileNetv3 or ResNet50 options provided by the tool cannot be used due to memory constraints or speed requirements.
- Is ailia-models or RobustVideoMatting more popular on GitHub?
- RobustVideoMatting has more GitHub stars (9,452 vs 2,365). Stars measure visibility, not whether either tool fits your constraints.
- Are ailia-models and RobustVideoMatting open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to ailia-models or RobustVideoMatting?
- GraphCanon lists graph-backed alternatives at ailia-models alternatives and RobustVideoMatting alternatives (ailia-models markdown twin, RobustVideoMatting 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 RobustVideoMatting?
- ailia-models: Very active. RobustVideoMatting: 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 RobustVideoMatting?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ailia-models trust report; RobustVideoMatting trust report.