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Vision Food & Beverage Classification

Baking Color Inspection

Grades the baking color of cakes and biscuits against predefined standards, catching under- and over-baked items in real time.

Baking Color Inspection
Live
bake grading

/ The Challenge

Bake-color drift between shifts produced inconsistent product and waste, judged only by operator eye.

/ What We Deployed

Color classification compares every item to the golden standard and flags under/over-baked product live, so ovens are corrected early.

/ The Results

  • Bake consistency held across shifts
  • Waste from over-bake reduced
  • Oven drift caught within minutes

Built With

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