New

Newsroom more...

msg_Gradient_farblos_1 (2)
Künstliche Intelligenz Main Page Filled

Imperfection recognition on lenses

Challenge

A company manufactures high-quality articles for the cosmetics industry. Specifically, it manufactures a plastic lens to optically enhance a cream container.

  • Goals: 
    • Only objects of the highest quality are used: Without scratches, contaminations, inclusions etc.  
    • Quality inspections should be automated (despite imperfections being difficult for the human eye to detect)
  • Challenge: 
    • Process differences of training vs. test data (lighting, background)

Solution

Image recognition by Deep Neural Networks:

  • Installation of a camera and collection of image data
  • Labeling images of defective products (manually)
  • Training a deep neural network
  • Implementation and integration of the quality assurance into the running production

Benefit

  • Automation of manual, less “attractive” activities
  • Increasing the quality of finished products

Your contact

Dragan, Sunjka

Dragan Sunjka

Lead IT Consultant Automotive & Manufacturing

Read more about AI

Article

How AI agents will transform life sciences processes in the future – and the key questions companies should be asking today.

Artificial intelligence

Use innovative AI technology to optimize processes and discover new business potential!

Training for MINT students

Jan 29, 2025 - msg | Ismaning, Robert-Bürkle-Str. 1, 85737 Ismaning

Kotlin-Workshop

Do you want to get to know the Kotlin programming language? Then we invite you to the Kotlin coding workshop for all MINT students.

Künstliche Intelligenz

msg.ZenTestAI lets you create stable UI tests without requiring any technical expertise, test code, or complicated processes. Simply describe the test cases in plain language, and they will execute seamlessly.

AI-based tool for skill analysis

Effective skills management: AI-powered with msg.ProfileMap. With machine learning and natural language processing, ProfileMap significantly simplifies the maintenance of skill profiles and the search for suitable employees or projects.

Platform for Digital Assistants, Chat, and Voice Bots

AI agents for better customer experiences and smart process coordination. Intelligent, understandable, reliable, and secure!

Reference

Optimize vehicle parts planning with AI. Our solutions provide accurate demand forecasts and prevent production bottlenecks.

msg news

What conditions must organizations create in order to exploit the potential of GenAI solutions?

AI from msg – Made in Europe

With artificial intelligence, we want to drive forward the use of AI in organisations faster and more successfully. What sets us apart: Forward-looking consulting services and products to enable value creation through data.

Learn more