Product & Research7 min read
What uncalibrated pixel measurements mean in computer-vision analysis
Why a count of pixels in an image is not automatically a physical crack width—and what responsible interfaces should communicate.
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Clear thinking for the next inspection workflow.
Educational perspectives on drone-assisted capture, human review, evidence traceability, computer vision, and the responsible development of inspection-intelligence software.
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Evidence-safe by design.
These implementation drafts are educational and non-legal. They do not provide structural-safety advice, engineering certification, crack-cause diagnosis, standards interpretation, or repair-cost guidance.