Featured · Engineering
How we trained Profna Vision on twenty million loops
Inside the dataset, the edge runtime and what it takes to detect a defect in 40 ms.
Apr 18, 2026 12 min read
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Notes from the floor and the lab.
Engineering write-ups, customer stories and a frank look at the textile industry's quiet reinvention. Written by the people building Profna.
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6 articles
Engineering·Apr 18, 2026·12 min read
How we trained Profna Vision on twenty million loops
Inside the dataset, the edge runtime and what it takes to detect a defect in 40 ms.
Read more
Sustainability·Apr 4, 2026·6 min read
How Profna prevented over 800 tonnes of fabric from going to waste
A summary of the cumulative impact across our customer base in 2025.
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Customer story·Mar 22, 2026·9 min read
Polonia Mill: from four siloed buildings to one live dashboard
How a 90-year-old Polish mill rolled out Profna Flow across the entire site in eight weeks.
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Product·Mar 9, 2026·5 min read
Why we replaced our backbone neural network — twice
Lessons from running computer vision at the edge in dusty, vibration-heavy environments.
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Industry·Feb 27, 2026·7 min read
Europe's textile renaissance is quietly beginning
Energy prices, ESG reporting and reshoring — the three forces reshaping European mills.
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Engineering·Feb 14, 2026·10 min read
Calibrating Vision across yarns, colors and lighting
A field guide to making AI work on machines no one designed it for.
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