Is Food101 Safe?

Is Food101 safe?

Trust Score Breakdown — Food101 has a Nerq Trust Score of 55.7/100 (D). Measured across 1 independent trust signal.

What Is Food101?

Food101 is a software tool in the uncategorized category: ethz/food101. It has 123 GitHub stars. Nerq Trust Score: 56/100 (D).

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 Food101's Safety

Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensions. Here is how Food101 performs in each:

• Compliance (100/100): Food101 is broadly compliant. Assessed against regulations in 52 jurisdictions including the EU AI Act, CCPA, and GDPR.

The overall Trust Score of 55.7/100 (D) is the weighted combination of these measured signals. It is a measurement, not a pass/fail or suitability judgment — weigh the individual signals against your own requirements.

Who Typically Evaluates Food101?

Food101 is commonly evaluated by:

• Developers and teams working with uncategorized tools
• Organizations evaluating AI tools for their stack
• Researchers exploring AI capabilities in this domain

How to read the signals: Food101's measured signals (the trust signals above) are shown above. These are measurements, not a suitability judgment — weigh each signal against the requirements of your own use case and risk tolerance.

How to Verify Food101's Safety Yourself

While Nerq provides automated trust analysis, we recommend these additional steps before adopting any software tool:

1. Check the source code — Review the repository security policy, open issues, and recent commits for signs of active maintenance.
2. Scan dependencies — Use tools like npm audit, pip-audit, or snyk to check for known vulnerabilities in Food101's dependency tree.
3. Review permissions — Understand what access Food101 requires. Software tools should follow the principle of least privilege.
4. Test in isolation — Run Food101 in a sandboxed environment before granting access to production data or systems.
5. Monitor continuously — Use Nerq's API to set up automated trust checks: GET nerq.ai/v1/preflight?target=food101
6. Review the license — Confirm that Food101'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.
7. 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 Food101

When evaluating whether Food101 is safe, consider these category-specific risks:

Best Practices for Using Food101 Safely

Whether you're an individual developer or an enterprise team, these practices will help you get the most from Food101 while minimizing risk:

Situations That Warrant Independent Review of Food101

Nerq's signals are one input. In the following situations, evaluate Food101's measured signals against your own requirements before making a decision:

• Environments handling sensitive or regulated data (healthcare, finance, government)
• Mission-critical systems where downtime has significant business impact
• Deployments with strict regulatory requirements that must be independently validated

For each situation, compare Food101's measured trust score of 55.7/100 and its individual signals against your organization's own criteria. Nerq does not assert whether Food101 is suitable for any particular use.

How Food101 Compares to Industry Standards

Nerq indexes over 6 million software tools, apps, and packages across dozens of categories. Among uncategorized tools, the average Trust Score is 62/100. Food101's score of 55.7/100 is near the category average of 62/100.

This places Food101 in line with the typical uncategorized tool tool. It meets baseline expectations but does not distinguish itself from peers on trust metrics.

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 Food101 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, Food101'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 Food101's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=food101&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 Food101 are strengthening or weakening over time.

Key Takeaways

• Food101 has a measured Nerq Trust Score of 55.7/100 (D) — a composite of independent signals, not a suitability judgment.
• Among uncategorized tools, Food101 scores near the category average of 62/100 (a positional measurement relative to peers).
• The individual signals — security, maintenance, documentation, compliance, community — are shown above. Weigh them against your own requirements.
• Query the current measured values via Nerq's Preflight API.