Missing product inspection
Detect presence or absence of products during final assembly
Graphical programming environment for deep learning-based industrial image analysis
Consumer packaged goods (CPG) manufacturers must detect missing items and verify the completeness of final packages before they are distributed in order to avoid costly chargebacks and returns, as well as damage to their brand. During secondary packaging, items are wrapped and packaged in their final form. Quality inspections confirm the presence or absence of products inside the packaging before they leave the facility.
Cognex 2D vision systems perform pass/fail inspections and trigger a rejection when a faulty item or package is detected. In-Sight vision sensors perform a simple count of the objects in a package, passing or failing packages based on the programmed value. They verify that all bottles or products are present even under shrink-wrapped packaging, helping CPG manufacturers error-proof their operations and maintain customer satisfaction.
Cognex AI-powered part location tool finds complex features and objects by learning from annotated images. Self-learning algorithms locate different types of items on very noisy backgrounds or other complex objects in bulk. To train the tool, the user provides images where the targeted features are marked.