Short write-ups on the problems that appear after inspection systems leave the lab — weak features, traceability, deployment, and customer acceptance.
Adaptive thresholding, ROI normalization, and confidence output when pins are barely visible.
Read note →Trace files, overlay graphics, and analytics that explain pass/fail instead of hiding it.
Read note →Repeatability review, operator workflow, and the gap between bench validation and factory reality.
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