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Deep learning in machine vision

How AI becomes a
game changer

Artificial intelligence has been used successfully in industrial machine vision for years — especially in visual inspection, quality control, and production automation. This white paper explains where deep learning adds value, which AI-based methods are suitable for different applications, and how companies can take their first practical steps toward AI-based machine vision with MVTec MERLIC.

Get the white paper

In this white paper, you will learn:

Understand where deep learning adds value in machine vision.

Find the right AI method for inspection, classification, OCR, counting, or 3D matching tasks.

Learn how to prepare image data, training datasets, and labeling for deep learning.

Discover why anomaly detection can work even when only good images are available.

See how the low-code machine vision software MVTec MERLIC simplifies AI-based automation.

Explore real-world use cases from industrial production environments.

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