Automatic detection of damaged tablets and foreign objects on the filled conveyor
Industry:Biomedicine
Solution:Visionpro deep learning+ visual camera
Summary:Cognex deep learning solves the problem of detecting a large number of tablets with high accuracy. It uses qualified tablet images taken from all angles for training. Then the defect detection tool can detect abnormal tablets, even those not in the original training set, and let all qualified tablets enter the main packaging step. If the tablets are delivered to the end consumers in good condition, the brand reputation can be improved and the recall risk can be minimized.
Tablet detection Project detailsIndustry:Biomedicine
Solution:Visionpro + 5 cameras + light source
Summary:The project is applied to the detection of drug packaging in the pharmaceutical industry. The types of detection items are: counting detection, three-phase detection, barcode reading and outsourcing defect detection. Visionpro is used to carry out five cameras with different light sources to detect each station respectively. Visionpro's powerful visual algorithm is used to perform fast and stable operations on different stations at the same time. And the detection rate can reach more than 99.4%, which effectively improves the packaging quality of customers' products, reduces the "user complaint rate" of customers, replaces labor, and reduces labor costs.
Inspection of drug packaging Project detailsIndustry:Biomedicine
Solution:Visionpro deep learning+ visual camera
Summary:Pharmaceutical manufacturers are under great pressure to produce and distribute large quantities of vials and vaccines. In order to keep up with the growing demand, manufacturers need machine vision, deep learning and industrial code reading systems to automate the detection, tracking and distribution of vaccine packaging. Whether providing vaccines for standard immunizations or fighting a widespread epidemic, Cognex solutions can help medical service providers comply with strict regulations while ensuring safe, fast and reliable delivery.
Vials and vaccines Project detailsIt also helps to solve problems such as anti-counterfeiting, so that doctors and patients can rest assured of the quality of the products used
Even without relevant regulations, medical device manufacturers need such solutions to avoid producing unsafe products and reduce high-cost recalls
Vision, in-depth learning, code reading and bar code verification technology can help automate parts and mark detection, bar code reading and bar code quality, while ensuring the safety and compliance of medical devices
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