Label Schema
TODO:
- [ ] Add page-specific notes for
data-governance/labeling/label-schema.mdafter inspecting the real project files. - [ ] Cross-link
Label Schemato the most relevant code, data, testing, and safety pages. - [ ] Define the rule this page enforces for data or labels.
- [ ] List files, folders, and scripts affected by the rule.
- [ ] Add the validation command or inspection step for the rule.
- [ ] Add what stale or duplicate data looks like.
- [ ] Add recovery steps if the rule was broken.
- [ ] Add public-release checks for privacy and traceability.
- [ ] Add the labeling script, tag, image count, and merge destination.
- [ ] Add review steps before labels become training data.
- [ ] List dataset tag, image count, label count, source, and purpose.
- [ ] Add how to verify filenames, annotations, and correction labels match.
- [ ] Add the exact source path, artifact path, or hardware component name.
- [ ] Add the command or procedure needed to reproduce the result.
- [ ] Add expected inputs and outputs.