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Engineering Solution

AI Computer Vision & Quality Inspection

High-speed AI edge vision for fabric width inspection, packaging flaw identification, barcode OCR, and automated gate ANPR weighbridge logging.

AI Computer Vision & Quality Inspection
AI Computer Vision & Quality Inspection Engineering Spec

AI Computer Vision & Quality Inspection

Field Tested in Turkey & Pakistan
Operational Challenge

The Problem

Human visual inspection is slow, fatigue-prone, and inconsistent—letting off-spec roll widths, missing packaging seals, illegible expiration dates, and unauthorized logistics vehicles slip through unnoticed.

Engineering Approach

Nexus Solution Overview

We engineer turn-key AI machine vision inspection stations with industrial illumination, line-scan cameras, high-throughput edge GPUs, and real-time reject actuators that flag defects in sub-50 millisecond cycles.

System Capabilities

Continuous Web Width Measurement & Defect Detection (Fabric, Film, Paper)
High-Speed AI Packaging Inspection (Seal Integrity, Fill Level, Cap Skew)
Optical Character Recognition (OCR/OCV) for Date, Lot & Barcode Verification
AI Vehicle Gate Entry System (ANPR License Plate Recognition & Weighing Scale Sync)
Millisecond Pneumatic Defect Ejection & Reject Diverter Triggering
Deep Learning Defect Classification & Quality Analytics Cloud Reporting

Hardware & Software Platforms Integrated

NVIDIA Jetson Edge AIBasler Industrial CamerasCognex In-Sight VisionOpenCV & TensorRTNexus VisionStudio

Measurable Business Benefits

Inspection Velocityup to 800 ppm

100% inline quality verification at full line operating speeds.

Defect Escape Rate< 0.01%

Virtually zero defective products reaching customers or dispatch.

Fabric Scrap Reduction18%

Savings achieved by real-time width deviation and tension feedback.

Typical Industrial Applications

Textile Stenter & Inspection Frames (Width Tracking & Flaw Flagging)
Food, Beverage & Pharmaceutical High-Speed Bottling & Blister Lines
Industrial Factory Gate Entry, Logistics Yard & Weighbridge Security
Corrugated Box, Carton Printing & Label Quality Assurance
Partner With Nexus Dynamics

Let's build smarter, safer, and more energy-efficient manufacturing and processing facilities together. Talk to our senior automation engineers today.

Call / WhatsApp: +90 (506) 5595 855