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​​Parcel Spacing Verification for High-Speed Conveyors​

​​Side-by-side, overlapped, and multi-pack parcels can disrupt sorting processes, causing mis-sorts, mis-shipments, and inventory discrepancies. Cognex machine vision solutions automatically identify and segment items, verify proper gapping, and flag spacing issues to keep sorting operations running smoothly and reduce errors.​ 

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​​Accurate detection of side-by-side conditions drives more efficient sorting​

​​Efficient high-speed ship sorting is crucial for timely deliveries and smooth logistics operations. Automated systems minimize bottlenecks and manual labor, ensuring packages arrive quickly and accurately. Reliable sorting ensures automation delivers on its promise: speed, accuracy, and fewer manual interventions.

​Proper gapping between packages is essential for high-speed ship sorting, as it enables automated systems to accurately scan and direct each parcel to its correct destination. When packages are too close together, the system may misread them, resulting in mis-sorts, delays, and added costs for re-shipping or replacement. These errors undermine the efficiency gains of automation and can require manual correction. By ensuring consistent spacing, operations minimize mistakes and maintain both accuracy and cost-effectiveness, supporting the high standards of modern logistics.

​Easy-to-use Cognex vision solutions boost sorting efficiency by reducing costs from sorting errors and enhance order accuracy with point-and-shoot AI-powered item segmentation​.

​​Why segmenting improperly gapped packages is essential to efficient sorting​

​​​In most high-speed ship sorting systems, packages enter the sorting line in an organized manner with proper spacing (gapping) to make sure each package is processed and routed separately. As items move along the line, though, those gaps can shrink or even disappear, causing significant issues. Misreading two or more items as one can result in incorrect inventory counts, double shipments, lost products, and expensive rework.

​Manual loading and sorter buildup exacerbate the issue, creating side-by-side or overlapping parcels that standard sensors can’t reliably detect. The complexity of modern packaging often results in misclassification, false positives, or missed scans – further disrupting efficiency and customer satisfaction.

Cognex provides a smarter alternative designed to enhance label reading accuracy, reduce sortation errors, and ensure smooth automation flow.​ 

​​Enhancing package detection with AI-powered machine vision

​​Powerful, multi-function, and intuitive, Cognex AI-powered item detection technology enhances sorting efficiency with consistency and accuracy.  

  • ​Easy to set up: Non-technical staff can deploy these innovative solutions in minutes, without complex programming. A web-based UI, guided setup, and pre-trained point-and-shoot item detection deliver production-level results straight out of the box.
  • ​Designed to handle variation: The embedded pre-trained AI detection tool within the Cognex DataMan solution accurately detects and segments objects, regardless of package and background variability.
  • ​Multi-package barcode assignment: When two packages with barcode labels are in the field of view, the solution correctly assigns the correct barcode to the corresponding package using item segmentation data.

​Purpose-built solutions like the Cognex SLX-3816, with combined barcode reading and vision capabilities, address the specific needs of logistics operations with AI-powered features that identify improperly gapped objects, reduce false detections, and read barcodes, all at line speed.  

​By incorporating point-and-shoot, side-by-side detection into your sorting process, Cognex solutions improve operational efficiency while boosting order accuracy. Supported by a global support network and on-demand resources, Cognex helps keep your sorting operation running smoothly.​ 

Occlusion detection Barcode Assignment CU

When multiple boxes are in the same field of view, Cognex solutions can assign barcodes to the correct package.


Logistics Solutions Guide | English

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