Is Alicevision Safe?
Alicevision — Nerq Trust Score 67.6/100 (B- grade). Based on analysis of 5 trust dimensions, it is generally safe but has some concerns. Last updated: 2026-08-10.
Use Alicevision with some caution. Alicevision is a software tool (3D Computer Vision Framework) with a Nerq Trust Score of 67.6/100 (B-), based on 5 independent data dimensions. Below the recommended threshold of 70. Security: 0/100. Maintenance: 0/100. Popularity: 0/100. Data sourced from multiple public sources including package registries, GitHub, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-08-10. Machine-readable data (JSON).
Is Alicevision safe?
CAUTION — Alicevision has a Nerq Trust Score of 67.6/100 (B-). It has moderate trust signals but shows some areas of concern that warrant attention. Suitable for development use — review security and maintenance signals before production deployment.
What is Alicevision's trust score?
Alicevision has a Nerq Trust Score of 67.6/100, earning a B- grade. This score is based on 5 independently measured dimensions including security, maintenance, and community adoption.
What are the key security findings for Alicevision?
Alicevision's strongest signal is compliance at 100/100. No known vulnerabilities have been detected. It has not yet reached the Nerq Verified threshold of 70+.
What is Alicevision and who maintains it?
| Author | Unknown |
| Category | Other |
| Stars | 3,376 |
| Source | https://github.com/alicevision/AliceVision |
Regulatory Compliance
| EU AI Act Risk Class | Not assessed |
| Compliance Score | 100/100 |
| Jurisdictions | Assessed across 52 jurisdictions |
Popular Alternatives in other
What Is Alicevision?
Alicevision is a software tool in the other category: 3D Computer Vision Framework. It has 3,376 GitHub stars. Nerq Trust Score: 68/100 (B-).
Nerq independently analyzes every software tool, app, and extension across multiple trust signals including security vulnerabilities, maintenance activity, license compliance, and community adoption.
How Nerq Assesses Alicevision's Safety
Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensions. Here is how Alicevision performs in each:
- Security (0/100): Alicevision's security posture is poor. This score factors in known CVEs, dependency vulnerabilities, security policy presence, and code signing practices.
- Maintenance (0/100): Alicevision is potentially abandoned. We track commit frequency, release cadence, issue response times, and PR merge rates.
- Documentation (0/100): Documentation quality is insufficient. This includes README completeness, API documentation, usage examples, and contribution guidelines.
- Compliance (100/100): Alicevision is broadly compliant. Assessed against regulations in 52 jurisdictions including the EU AI Act, CCPA, and GDPR.
- Community (0/100): Community adoption is limited. Based on GitHub stars, forks, download counts, and ecosystem integrations.
The overall Trust Score of 67.6/100 (B-) reflects the weighted combination of these signals. This is below the Nerq Verified threshold of 70. We recommend additional due diligence before production deployment.
Who Should Use Alicevision?
Alicevision is designed for:
- Developers and teams working with other tools
- Organizations evaluating AI tools for their stack
- Researchers exploring AI capabilities in this domain
Risk guidance: Alicevision is suitable for development and testing environments. Before production deployment, conduct a thorough review of its security posture, review the specific trust signals above, and consider whether a higher-scored alternative meets your requirements.
How to Verify Alicevision's Safety Yourself
While Nerq provides automated trust analysis, we recommend these additional steps before adopting any software tool:
- Check the source code — Review the repository's security policy, open issues, and recent commits for signs of active maintenance.
- Scan dependencies — Use tools like
npm audit,pip-audit, orsnykto check for known vulnerabilities in Alicevision's dependency tree. - Review permissions — Understand what access Alicevision requires. Software tools should follow the principle of least privilege.
- Test in isolation — Run Alicevision in a sandboxed environment before granting access to production data or systems.
- Monitor continuously — Use Nerq's API to set up automated trust checks:
GET nerq.ai/v1/preflight?target=alicevision/AliceVision - Review the license — Confirm that Alicevision's license is compatible with your intended use case. Pay attention to restrictions on commercial use, redistribution, and derivative works. Some AI tools use dual licensing or have separate terms for enterprise customers that differ from the open-source license.
- Check community signals — Look at the project's issue tracker, discussion forums, and social media presence. A healthy community actively reports bugs, contributes fixes, and discusses security concerns openly. Low community engagement may indicate limited peer review of the codebase.
Common Safety Concerns with Alicevision
When evaluating whether Alicevision is safe, consider these category-specific risks:
Understand how Alicevision processes, stores, and transmits your data. Review the tool's privacy policy and data retention practices, especially for sensitive or proprietary information.
Check Alicevision's dependency tree for known vulnerabilities. Tools with outdated or unmaintained dependencies pose a higher security risk.
Regularly check for updates to Alicevision. Security patches and bug fixes are only effective if you're running the latest version.
If Alicevision connects to external APIs or services, each integration point is a potential attack surface. Audit all third-party connections, verify that data shared with external services is minimized, and ensure that integration credentials are rotated regularly.
Verify that Alicevision's license is compatible with your intended use case. Some AI tools have restrictive licenses that limit commercial use, redistribution, or derivative works. Using Alicevision in violation of its license can expose your organization to legal liability.
Best Practices for Using Alicevision Safely
Whether you're an individual developer or an enterprise team, these practices will help you get the most from Alicevision while minimizing risk:
Periodically review how Alicevision is used in your workflow. Check for unexpected behavior, permissions drift, and compliance with your security policies.
Ensure Alicevision and all its dependencies are running the latest stable versions to benefit from security patches.
Grant Alicevision only the minimum permissions it needs to function. Avoid granting admin or root access.
Subscribe to Alicevision's security advisories and vulnerability disclosures. Use Nerq's API to get automated trust score updates.
Create and maintain a clear policy for how Alicevision is used within your organization, including data handling guidelines and acceptable use cases.
When Should You Avoid Alicevision?
Even promising tools aren't right for every situation. Consider avoiding Alicevision in these scenarios:
- Production environments handling sensitive customer data
- Regulated industries (healthcare, finance, government) without additional compliance review
- Mission-critical systems where downtime has significant business impact
For each scenario, evaluate whether Alicevision's trust score of 67.6/100 meets your organization's risk tolerance. We recommend running a manual security assessment alongside the automated Nerq score.
How Alicevision Compares to Industry Standards
Nerq indexes over 6 million software tools, apps, and packages across dozens of categories. Among other tools, the average Trust Score is 62/100. Alicevision's score of 67.6/100 is above the category average of 62/100.
This positions Alicevision favorably among other tools. While it outperforms the average, there is still room for improvement in certain trust dimensions.
Industry benchmarks matter because they contextualize a tool's safety profile. A score that looks moderate in isolation may actually represent strong performance within a challenging category — or vice versa. Nerq's category-relative analysis helps teams make informed decisions by showing not just absolute quality, but how a tool ranks against its direct peers.
Trust Score History
Nerq continuously monitors Alicevision and recalculates its Trust Score as new data becomes available. Our scoring engine ingests real-time signals from source repositories, vulnerability databases (NVD, OSV.dev), package registries, and community metrics. When a new CVE is published, a major release ships, or maintenance patterns change, Alicevision's score is updated within 24 hours.
Historical trust trends reveal whether a tool is improving, stable, or declining over time. A tool that consistently maintains or improves its score demonstrates ongoing commitment to security and quality. Conversely, a downward trend may signal reduced maintenance, growing technical debt, or unresolved vulnerabilities. To track Alicevision's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=alicevision/AliceVision&include=history
Nerq retains trust score snapshots at regular intervals, enabling trend analysis across weeks and months. Enterprise users can access detailed historical reports showing how each dimension — security, maintenance, documentation, compliance, and community — has evolved independently, providing granular visibility into which aspects of Alicevision are strengthening or weakening over time.
Alicevision vs Alternatives
In the other category, Alicevision scores 67.6/100. There are higher-scoring alternatives available. For a detailed comparison, see:
- Alicevision vs cs-video-courses — Trust Score: 65.1/100
- Alicevision vs awesome-scalability — Trust Score: 48.1/100
- Alicevision vs superpowers — Trust Score: 66.4/100
Key Takeaways
- Alicevision has a Trust Score of 67.6/100 (B-) and is not yet Nerq Verified.
- Alicevision shows moderate trust signals. Conduct thorough due diligence before deploying to production environments.
- Among other tools, Alicevision scores above the category average of 62/100, demonstrating above-average reliability.
- Always verify safety independently — use Nerq's Preflight API for automated, up-to-date trust checks before integration.
Frequently Asked Questions
Is Alicevision Safe?
What is Alicevision's trust score?
What are safer alternatives to Alicevision?
How often is Alicevision's safety score updated?
Can I use Alicevision in a regulated environment?
See Also
Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.