Human-in-the-loop annotation

A prototype to replace AWS Ground Truth for brand-detection labeling. Confidence routing, 3-panel task view, keyboard shortcuts.

What's in this MVP

  • • Confidence routing: hint / no suggestion
  • • 3-panel task view with keyboard shortcuts (Z / S / F / 1–9)
  • • Annotator landing with Start Annotating CTA
  • • Internal master view with search and filter
  • • Project instructions in Panel 3
  • • Role-aware navigation (annotator vs internal)