Vision
Food & Beverage
Segmentation
Cream Detection on Biscuits
Measures the amount and uniformity of cream on biscuits and crackers — insufficient-cream products rejected automatically.
Pixel-level
cream measure
/ The Challenge
Low or uneven cream is a direct customer-satisfaction defect invisible to weight checks alone.
/ What We Deployed
Pixel-level segmentation quantifies cream area and uniformity per biscuit, rejecting under-creamed product inline.
/ The Results
- Cream quantity verified per biscuit
- Under-cream escapes stopped
- Customer complaints reduced
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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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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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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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