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Vision FMCG Counting

Extreme Counting — Dense Small Objects

Counts thousands of small, densely-packed objects in a single image — for packaging and inventory verification where manual counting is impossible.

Extreme Counting — Dense Small Objects
1000s
per image

/ The Challenge

Thousands of adjacent small parts per pack made manual counting impractical and inventory checks unreliable.

/ What We Deployed

A density-aware AI counting model resolves thousands of touching objects per image with high accuracy at line speed.

/ The Results

  • Thousands counted per image
  • Inventory verification automated
  • Packing accuracy proven per lot

Built With

Core Vision Engine
CT Garud
AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.
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