Packaging inspection applications in consumer packaged goods (CPG), food and beverage, pharmaceutical, and medical device industries are critical to ensuring product quality and safety. Industry 4.0 is the innovative approach of incorporating a greater level of automation and data exchange in manufacturing to solve packaging applications efficiently. The combination of machine vision, deep learning, barcode reading, and barcode verification technology can help ensure primary and secondary packaging is sealed properly, tamper-proof, correctly assembled, and defect-free to avoid rework and product recalls.
Cognex
2021
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