In high-speed food, beverage, CPG, and pharma packaging lines, manual interval sampling leaves critical blind spots. When a continuous inkjet (CIJ) printhead degrades or clogs between checks, hundreds of unreadable or missing codes slip through — leading to quarantine, rework, retailer chargebacks, and traceability risks under regulations like FSMA and MoCRA.
In this episode, we dive into Deep Learning OCR (DL-OCR) and how pre-trained neural network models are replacing traditional template-based vision systems. We explore:
Whether you are a controls engineer, plant manager, or quality leader looking to move from reactive sampling to proactive 100% verification, this breakdown covers what you need to specify for your line.
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