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Manufacturing 4 min read

Computer Vision Quality Control for a European Manufacturer

99.7%
Defect detection rate
60%
Cost reduction in QC
0.02s
Per-item inspection time

! The Challenge

A European manufacturer relied on manual visual inspection for quality control, which was slow, inconsistent, and unable to keep up with production line speeds. Defective products were reaching customers, damaging the brand.

⚑ The Solution

We developed a real-time computer vision system that inspects products on the production line at full speed. The system detects surface defects, dimensional deviations, and assembly errors with sub-millimeter precision.

Compliance & Regulation

While manufacturing QC is not classified as high-risk under the EU AI Act, we implemented best practices including model versioning, performance monitoring, and documentation β€” future-proofing against evolving regulations.

Technology Stack

Python PyTorch OpenCV Docker

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