PEKAT VISION leverages deep learning to understand products from a set of images, enabling it to detect anomalies, classify defects, and verify surface integrity. It is ideally suited for inspecting a wide range of materials, including textiles, woven and knitted fabrics, non-woven fabrics, leather, plastic or rubber foils, filter fillings, paper, surgical sheets, and many others.
The Anomaly Detector module excels at identifying defects of previously unknown shapes, patterns, and sizes. Additionally, its performance is not hindered by irregular patterns on the fabric, as it learns and recognizes these patterns—an often challenging task for manual inspection. For clarity, any identified defects are always highlighted with a heat map.
Textile Inspection
The Anomaly Detector module is ideal for detecting unpredictable defects or those with unknown appearances. PEKAT VISION is trained only on defect-free images, ensuring any anomalies are promptly identified.
Raw Leather Inspection
Using PEKAT VISION, defects in leather are highlighted with a heat map. Early identification of defects and irregularities before further processing effectively minimizes waste.
Inspection of Leather for Upholstery
Defects in the pattern on leather for high-end car upholstery, caused by a damaged tool, are identified early with the PEKAT VISION Anomaly Detector module.
Sack Fabric Defect Detection
The Anomaly Detector module is also effective in inspecting fabrics used in the production of agricultural bags, ensuring the quality and durability of the material.
Non-woven Fabric Inspection
Even when batches frequently change and the exact size or shape of potential defects is unknown, the Anomaly Detector module maintains high accuracy levels.
Anomaly Detection of Denim Fabric
Thanks to its unsupervised training, the PEKAT VISION Anomaly Detector module achieves accurate results with minimal effort and can be applied to a wide variety of textile fabrics, including denim.
Why PEKAT VISION
And more! Ask for a free feasibility study for your specific case. Our software is highly versatile and can be customized to suit nearly any intended application.