Challenge
Prohan, a hardwood furniture maker, faced costly defects: cracks and gaps only tenths of a millimetre wide, invisible to the human eye. With 5% of glued panels discarded, defects caused a €40K monthly loss.
Solution
Our computer vision system detects defects immediately after gluing, monitoring the production line 24/7 in low light and dust conditions, triggering warnings to prevent faulty panels from reaching final production.
Results
- 90% defect detection during production
- 0% defects in final products
- 0% returns from undetected flaws
Technology
Python · OpenCV · PyTorch · Docker · Pandas
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