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Vision Food & Beverage SegmentationCounting

Uniform Cashew Spreading Inspection

Evaluates the quantity and distribution of cashew toppings on biscuits — enforcing uniform appearance and ingredient consistency.

Uniform Cashew Spreading Inspection
Per-piece
coverage metric

/ The Challenge

Uneven topping distribution hurt brand presentation and ingredient costing, with no objective way to measure it.

/ What We Deployed

Segmentation measures topping coverage and distribution per biscuit and rejects products outside the uniformity band.

/ The Results

  • Topping coverage measured objectively
  • Brand appearance held consistent
  • Ingredient give-away controlled

Built With

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