Vision
FMCG
DetectionCounting
Bottle Counting in Crates
Counts bottle caps inside crates and boxes automatically, ensuring the correct bottle count before packaging or distribution — short crates rejected instantly.
100%
crates verified
/ The Challenge
Short-filled crates reached distribution because manual counting cannot keep pace with the line, causing disputes and returns.
/ What We Deployed
Overhead cameras detect and count every cap per crate in real time; any crate with a wrong count is rejected before wrap.
/ The Results
- Every crate counted automatically
- Short-fill escapes eliminated
- Distribution disputes ended
More in FMCG
Vision
FMCG
Bundle / Overwrap Count Verification
Counts bottles or products inside each overwrapped bundle — short packs rejected immediately before dispatch.
0 short bundles out
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Vision
FMCG
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.
1000s per image
Case study →
Vision
FMCG
Soap Scratch & Dent Inspection
Detects scratches, dents, cracks, and shape deformities on soap bars in real time — classifying defect types so only well-finished bars move forward.
Real-time surface grading
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/ Get Started
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