In-Sight 2800 Detector
Easy-to-deploy vision system with pre-trained AI for fast item detection and classification in logistics operations.
Sorting errors can affect efficiency and increase operational costs
Sorting packages by type is crucial for efficient material handling. Grouping packages like cardboard, polybags, and mailers ensures they follow the best routes through conveyors and sorting devices. This categorization speeds processing and reduces errors, delays, and bottlenecks in sorting operations.
Problems arise when handling systems receive incompatible packages. For example, a soft polybag in a system for sturdy boxes can cause conveyor jams, damage machinery, or harm contents. These issues disrupt flow, creating a ripple effect across your operations.
Package jams or damage cause missed deadlines, higher labor costs, and unhappy customers. Frequent disruptions lower productivity and hurt your reputation. That‘s why proper package sorting is vital for efficiency, customer trust, and equipment safety.
Why accuracy is hard to achieve in package classification
Logistics facilities must quickly and accurately detect and sort a wide range of items. However, because items are shipped in many types of packaging—including boxes, padded envelopes, and polybags—it can be difficult to accurately determine if an item is inside a container, such as a tote or tray, properly classify that item, and route it correctly to its next destination.
However, the wide variety of packaging styles and background colors on trays and conveyors can make items hard to detect, increasing the likelihood of sorting errors. When packages are not properly identified and sorted, they may end up in unexpected places—such as getting stuck in a cross-belt sorter or caught on a conveyor. These misplacements often cause jams or even damage to equipment, disrupting the entire logistics process.
Manual classification methods are inconsistent and unreliable, especially in high-volume environments. Traditional machine vision systems struggle to distinguish objects from their backgrounds, and usually require technically savvy personnel to program them. Re-using these solutions in different environments can be difficult as they don’t adapt to variation easily.
Cognex AI-powered solutions differentiate between similar types of packages, without getting confused by dirty sorter trays.
Get fast and accurate package classification with Cognex 2D AI-powered classification solutions
For logistics operators aiming for flawless package sorting, Cognex solutions—including the SLX-290 and In-Sight 2800 Detector—have what you need. Built to handle the rigor and complexity of logistics environments, these systems seamlessly blend specialized engineering with easy operation and future-proof scalability.
- Purpose-built for logistics: Engineered specifically for variation found in logistics environments, these solutions leverage pre-trained AI-powered classification models that deliver reliable performance, regardless of conveyance packaging type.
- Easy to use: Intuitive interfaces and streamlined setup processes ensure that operators can configure and maintain the systems with minimal training or technical expertise.
- Scalable and flexible deployment: These solutions can be deployed at scale over the network right from the devices’ web UI. Easily deploy them across a range of sorting environments using the quick-learning AI tool, which only requires a few samples to achieve high levels of accuracy.
With support always within reach from a global network of experts and self-service resources, logistics teams can stay ahead of demand, optimizing order accuracy and delivering on brand promise.