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The packaging industry plays a central role in the value chain by moulding materials such as paper, plastic, glass and metal into packaging that protects, stores and transports products and extends their shelf life. In addition, the packaging industry contributes to branding by designing visual and functional elements that enhance the consumer experience. It serves numerous sectors such as food, beverages, pharmaceuticals, cosmetics and electronics and is strongly characterised by innovations in areas such as sustainability and recycling.

The use of AI image analyses in production can increase quality and efficiency. Vision AI enables the automated inspection of packaging in real time, allowing printing errors, deformations, leaks or incompleteness to be quickly recognised and corrected. This reduces waste and rework and ensures greater customer satisfaction.

Vision AI also supports compliance with safety and quality standards by ensuring that all packaging fulfils the required specifications, which is particularly essential for (sterile) medical devices. The use of AI image analysis enables cost-efficient and reliable production.

Reduction of rejects and complaints. Increasing the longevity of goods.
Leak test

Leak test

To prevent the ingress of air, moisture or contamination, packaging should be correctly sealed. Using AI image analysis, the highest standards can be ensured through precise and continuous inspections. Depending on requirements, weld seams and closures can be checked or defects, deformations and colour changes can be detected. DENKnet can be trained to detect any surface anomaly that indicates a leak, no matter how small. In this way, leak indicators can be checked automatically.

Inspection of labelling

By using advanced image processing technologies, errors such as incorrect labelling, blurring or colour deviations are detected quickly and precisely. This ensures that every product is labelled correctly and with high quality. Vision AI helps to ensure quality standards, minimise human error and significantly increase efficiency on the production line. Recalls or rework due to damaged, missing or incorrect labels on packaging are avoided.

Inspection of labelling
Counting objects

Counting objects

The inspection and counting of objects before packaging using AI image analysis is an efficient method of ensuring that the correct number of products or components are contained in a packaging unit. This is particularly important in the food, pharmaceutical, electronics and consumer goods industries to avoid packaging errors and high additional costs. Objects (individual items or packaging units) can be identified and counted in real time. An inspection can be carried out before or during the packaging process as required. Rejects and high costs due to overpacking can be minimised and customer satisfaction increased.

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