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Contributing

  1. Create a branch from main and describe the behavior you are changing.
  2. Keep raw datasets, camera recordings, logs, credentials, and local build output out of commits.
  3. Run npm run privacy:audit, npm run build, and npm test before opening a pull request.
  4. For model changes, record the dataset source, class mapping, split, device, and evaluation metrics without including private paths.
  5. Do not present experimental PPE classes as compliance-certified detection. Include representative negative cases and independent test data.

Dataset maintenance code must preserve ZIP traversal protection, annotation validation, managed-dataset replacement checks, and portable YAML generation.