AI powered culling and deduplication

2.14 Culling & Deduplication

Peakto introduces powerful AI-driven tools to deduplicate and cull images across your entire library. Unlike traditional tools limited to a single folder or catalog, Peakto lets you run culling and deduplication globally, across collections, sources, external drives, and catalogs.

These tools help you quickly identify duplicate, near-duplicate, or similar images—and decide which ones to keep, flag, or remove.

Accessing the Culling & Deduplication Tool

  1. Select the scope you want to work on:

    • An entire library

    • One or multiple collections

    • A single source or a group of sources

  2. Click the Deduplication & Culling icon (loop icon) in the left panel.

Peakto displays the number of images that will be analyzed before launching the process.

Choosing a Culling or Deduplication Template

Peakto provides templates that define how images are grouped and evaluated.

Deduplication

  • Groups nearly identical images

  • Ideal for removing exact or very close duplicates

Culling

  • Groups similar images (bursts, variations, reshoots)

  • Designed to help you select the best shots within a series

Use the Similarity slider to adjust grouping behavior:

  • Move left → stricter similarity (deduplication)

  • Move right → looser similarity (culling)



Defining Selection Rules

Each template is driven by rules that determine which image should be picked or rejected within a group.

Common rules include:

  • File type (e.g. prioritize RAW over JPEG)

  • Image size / resolution

  • Rating

  • Face quality (for portraits)

  • Aesthetic score (for general culling)

You can:

  • Enable or disable rules

  • Change the order of priority

  • Apply rules automatically or manually

Different templates emphasize different criteria:

  • Deduplication typically prioritizes file type, size, and rating

  • Portrait culling prioritizes face quality

  • Collection culling prioritizes aesthetic score

Understanding Clusters

After computation, Peakto creates clusters:

  • Each cluster contains images considered similar based on the selected similarity level

  • Images without duplicates or similar counterparts are excluded from this view

Clusters are the foundation of the culling and deduplication workflow.



Picking and Rejecting Images

Within each cluster, you can:

  • Pick one or multiple images

  • Reject unwanted images

Each cluster displays:

  • A local summary of picks and rejects

  • A global summary at the top showing totals across all clusters

Selections can be made:

  • Manually, image by image

  • Automatically, by applying rules to all clusters


Comparing Images

To review images more closely:

  1. Select a cluster

  2. Click Compare

  3. View images side by side (A/B comparison)

  4. Zoom in to inspect details (depending on image availability)

If original files are online, higher-resolution zoom is available.




Portrait Culling Example

When running portrait culling:

  • Images are grouped by similarity

  • Face quality becomes the primary rule

  • You can refine similarity and re-review clusters at any time

Comparison mode allows precise validation before final selection

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