Score Studio
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Data · Portability

Import and export annotations

Move labels and multimodal training evidence between Score and external systems.

Source reviewed 2026-09-16. Availability depends on your installation, permissions, and compatible runtimes. A supported path is not a guarantee of model quality or production readiness.

Outcome

Preserve visual annotations and their associated VLM text in a version-scoped transfer.

Start here

What you need to know first

Check the inputs below before starting. If you are new, begin with the first-project guide. A dataset holds media and labels; a model produces results; a deployment makes a selected model version callable. Creating one does not create the others.

Bring these inputs

  • A version-scoped annotation package
  • File identity and class/schema mappings

Expected output and limits

  • Imported evidence or a portable export archive
  • Validation and rejection report

Core workflow

01

Choose a version

Open the exact dataset version whose schema and evidence should move.

02

Select a format

Choose a compatible specialist or multimodal representation and inspect schema mapping.

03

Validate the preview

Review matched files, classes, regions, prompts, answers, captions, and rejected records.

04

Run the transfer

Track the durable task and retain the generated report or export artifact.

What this surface supports

Detection and segmentation formats

VLM prompts, answers, and captions

Linked text spans and regions

Transfer summaries

Expert section

Contracts, signals, and failure modes

Use this section when you are defining acceptance criteria, automating the surface, or reviewing whether its output is safe to promote downstream.

Quality and operating signals

  • Matched asset ratio
  • Accepted annotation count
  • Unknown classes and malformed records

Common failure modes

  • Filename mismatch
  • Coordinate-system mismatch
  • Dropping VLM text or region links during conversion

Expert release checklist

□ Inputs and dependencies are pinned to immutable versions.

□ Acceptance metrics include critical classes and operating slices.

□ Failure, retry, cost, and rollback behavior are understood.

□ The resulting artifact has an owner and a downstream review path.

Engineering safeguards

  • Transfers are version-scoped
  • Schema conflicts surface before acceptance
  • Annotation export is not a full-media backup

Continue in Score

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Import and export annotations · Score Studio