Vision
Food & Beverage
SegmentationCounting
Uniform Cashew Spreading Inspection
Evaluates the quantity and distribution of cashew toppings on biscuits — enforcing uniform appearance and ingredient consistency.
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
More in Food & Beverage
Vision
Food & Beverage
Biscuit Counting & Stack Length Measurement
Counts biscuits and measures stack length automatically — wrong-count or wrong-length stacks rejected during production.
2-in-1 count + measure
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Vision
Food & Beverage
Candy Wrapper Inspection
Detects naked candies, exposed inner wrapping, and open or badly-sealed wrappers on high-speed lines — defective candies rejected automatically.
Real-time per-candy check
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Vision
Food & Beverage
Noodle Sachet Presence Inspection
Verifies seasoning and chili sachets are present inside every noodle packet before sealing — missing-sachet packets rejected automatically.
Pre-seal verification
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/ Get Started
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