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Import a Dataset

Inspect samples, task meaning, labels, and coverage before testing.

Dataset import keeps supported source files and annotations together. The selected task determines how labels can be interpreted and evaluated.

  1. Inspect the source

    In Vault → Add, choose the Dataset import and select the source. Knotest inspects files, suggests a task, and shows counts and warnings. Check that the samples, classes, and splits match your expectation.

  2. Choose annotations explicitly

    One usable annotation format is selected automatically. When several are available, choose which to import; other source formats remain as files. Review any offered conversion and its effect on Ground Truth.

  3. Check the imported result

    Open the samples and verify representative labels and split membership. Empty label files can indicate known negatives; a missing label file retains unfinished annotation status. See format details.

    Use labelling for corrections and quality checks for findings. Update data creates a version of the same Dataset rather than a new identity.