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AI-drive Label Verification System

Our AI-powered label verification solution for NSG Group ensures unmatched precision in label printing. Using advanced computer vision techniques and real-time validation against predefined criteria, it seamlessly integrates label templates to prevent errors and improve product accuracy.

Industry

Artificial Intelligence

Technology

AI

Country

Spain

Service

AI agents

About a Project

Digixvalley developed an AI-powered label verification solution for NSG Group to enhance the precision and accuracy of label printing. The solution leverages advanced computer vision techniques and real-time verification against predefined criteria to ensure labels meet quality standards. By integrating label templates seamlessly into the process, the solution effectively prevents errors, improving both product quality and operational efficiency.

Project idea

  • AI-Powered Label Verification
  • Barcode and QR Code Validation
  • Real-Time Error Detection
  • Seamless Template Integration

Project challenges

  • Label Printing Errors
  • Complex Label Requirements
  • Accuracy and Consistency

Results

The AI-powered label verification solution significantly improved the accuracy and consistency of NSG Group’s label printing process. By leveraging computer vision and real-time validation, the system ensured that all labels, including QR codes, barcodes, and alphanumeric data, adhered to the required format and contained the correct information. This led to a substantial reduction in label errors, minimizing waste and preventing costly mistakes.

Planning Stage

Input

The customer had:

  • NSG Group needed a solution to eliminate errors in the label printing process, particularly for QR codes, barcodes, and alphanumeric data.
  • The solution had to ensure labels adhered to a set format and contained all necessary information to improve product quality.

Analysis

On this stage we did the following:

  • Need for real-time validation to ensure accuracy.
  • AI-powered solution for error detection.
  • Template integration for efficiency and reduced waste.
  • Goal to improve quality and accuracy.

Outcomes

The customer got:

  • Error-free QR codes, barcodes, and alphanumeric data.
  • Streamlined process with real-time validation.
  • Automated label template integration.
  • Reduced waste and improved product quality.

Main features of the project

Image Capture and Processing

The solution captured frames from NSG’s cameras in real-time, processing them to detect and isolate individual labels. Advanced algorithms were applied to analyze the label’s content, ensuring that QR codes, barcodes, and alphanumeric data were accurately captured and validated for any errors or inconsistencies. This process streamlined label verification, improving overall accuracy and efficiency.

Label Detection and Template Matching

Using advanced computer vision, the solution identified labels in each captured frame. After detection, it matched the labels to predefined templates, ensuring they adhered to the correct format and contained the necessary information. This process ensured consistent alignment with quality standards, detecting any discrepancies or formatting issues in real-time for immediate correction.

Data Extraction

The AI system efficiently extracted essential data from the detected labels, such as alphanumeric information, QR codes, and barcodes. This process involved analyzing the label content to ensure accuracy, enabling the system to validate each data point against predefined criteria. The extracted information was then prepared for further validation and integration into the label verification workflow, enhancing overall quality control.

Tech Stack and Tools for Product Engineering

Our broad technology stack and range of tools make us the best product engineering company in the world.

React.js
JavaScript
Node.js
Python
PostgreSQL
MongoDB
AWS
Kubernetes
Mapbox
Fleet Telematics API
Stripe
Scikit-learn
TensorFlow
WebSocket
Firebase

Our client say

Spain

Results Obtained

Our AI-driven label verification system delivered measurable improvements in operational efficiency, product quality, and waste reduction for NSG Group.

Improved Accuracy and Quality

The system ensured unparalleled accuracy in label printing by detecting and correcting errors in real time. It successfully validated QR codes, barcodes, and alphanumeric data, resulting in consistent adherence to predefined criteria. This significantly enhanced the quality of labels and ensured that all products met stringent standards.

Operational Efficiency

With automated label template integration and real-time validation, the solution streamlined the label printing process. This automation minimized human intervention, reduced processing time, and ensured seamless label verification, boosting operational efficiency and productivity.

Cost Savings and Waste Reduction

By eliminating label errors and minimizing rework, the solution reduced material waste and associated costs. Accurate label printing prevented costly mistakes and enhanced customer satisfaction, translating into substantial savings for NSG Group.

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