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Detection Accuracy Failing? 9 Troubleshooting Directions from Camera to Algorithm (Part 1: Hardware & Physical Layer)

If you work in industrial quality inspection, you've probably experienced this frustrating moment: the system runs perfectly in the lab, but once deployed on the production line, it "crashes" — or the equipment passes acceptance testing flawlessly, yet three months later the miss rate starts to spi…

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  1. 2026-09-22 07:47 · DEV Community — Machine Learning
    Detection Accuracy Failing? 9 Troubleshooting Directions from Camera to Algorithm (Part 1: Hardware & Physical Layer)

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