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✅ Validation

📂 Browse Uploads

validation

See all uploaded media waiting for review. Left sidebar lists files – click to load one into view. Item card contains:

  • Short file id

  • Upload user

  • Upload date

  • ✅ Green = approved

  • ❌ Red = rejected

  • 🔵 Blue = untouched

  • 🟣 Purple = duplicated

Use filters at the top to narrow by status, label, date or author.

validation_filter

🎯 Review & Confirm Labels

Main canvas shows the media + label overlays.

Right sidebar holds the full label tree for that file along with file info such as:

  • File id
  • Validation user
  • Validation date
  • Label tree
  • Manage buttons

You can:

  • View the media, move it, zoom
  • Edit labels in-place
  • Add/remove object groups
  • Accept (✔) / Reject (✖)
  • Download item

🖱️ Quick Navigation

Use these to streamline flow:

  • ← / → — switch file
  • X — reset canvas state
  • A — accept current
  • D — reject current
  • Hover on thumbnail to preview, click ⬇️ to download.

🧭 Done?

Once all files are green or red you can go to the next page if some exists. This could be done only manualy by now.

🧬 Duplicate Detection System

This system improves data integrity, avoids duplication of annotation work, and improves the consistency of image usage throughout the dataset lifecycle.

The platform includes a built-in duplicate detection mechanism to streamline annotation workflows and prevents redundant effort.

Key Features

  • Automatic Detection: Upon image upload or validation, the system checks whether the image already exists in the current project. Detected duplicates are flagged immediately.
  • Visual Indicator: Duplicates are visually marked with a large DUPLICATE tag displayed directly on the image view.

validation_right

  • Best Quality Selection: When duplicates are found, the system automatically selects the best quality version (e.g., higher resolution) as the primary reference image. This version will be used upon downloading

  • Duplication Browser: A new "show duplicates" button has been added, allowing quick access to all known duplicates of a given image, side-by-side.

  • User Decisions: Annotators can manually resolve duplicates.

Duplicate checks currently operate within a single project only. and will be extended across all projects in the future

✅ Next Step