CV packaging inspection at 99+% accuracy

We installed cameras and lighting on the packaging line, trained the model on real frames, and closed the retraining loop with operator confirmations. The model catches clear defects without a person.

Results

Key metrics

96%Defects caught without an operator
99.2%Accuracy on a held-out sample
−40%False rejections

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