Optical Inspection of Gnocchi and Spaetzle with AI Object Detection

09/12/2025
2 minutes

Gnocchi Detection

Challenge

The customer required a solution that could reliably differentiate between gnocchi and spaetzle during high-speed production. Traditional inspection systems struggle with this task due to the products’ high variance in shape and texture. The key challenge was implementing a system that could ensure accurate differentiation between similar-looking pasta products without slowing down production.

Solution                                                                                   

senswork implemented an AI-powered machine vision system with its Neuralyze® software. Multiple camera systems were installed along the conveyor belt to capture images of the pasta products in real time. The captured image data is continuously analyzed by Deep Learning algorithms within the Neuralyze® software, enabling precise recognition and classification of each piece. By integrating into the production workflow, the system automatically sorts the pasta by type and directs it into the correct packaging line. This ensures reliable process control and consistent product quality without disrupting production speed.

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Benefits

  • Robust Detection: Reliable identification even with high feature variance.
  • Inline Reliability: Continuous real-time testing ensures seamless operation.
  • Efficiency: High-speed imaging supports rapid production without bottlenecks.

Outcome

By adopting senswork’s Neuralyze® vision software, the customer achieved accurate, real-time differentiation between gnocchi and spaetzle, enabling error-free packaging and consistent product quality. The system demonstrated the potential of AI object detection for food production processes, ensuring efficiency and reliability.

 

To learn more about Deep Learning applications, click here.

MEET THE AUTHOR

senswork GmbH

senswork is an expert in machine vision systems and specializes in optical inspection, industrial image processing and testing equipment manufacturing. Our ready-to-use camera technologies for automation and quality assurance are used every day by our renowned customers in numerous industries.

Discover how senswork GmbH can support your automation journey with their complete range of solutions and expertise.

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senswork GmbH Vision Technology Provider

Member Since 2018

senswork is an expert in machine vision systems and specializes in optical inspection, industrial image processing and testing equipment manufacturing. Our ready-to-use camera technologies for automation and quality assurance are used every day by our renowned customers in numerous industries.