Machine Vision & Industrial Inspection AI worked example

Camera Coverage Rate at 110% required coverage target: a worked example

What does the result look like when required coverage target reaches 110%? The full calculation is worked below with real intermediate numbers. Use it when designing or auditing a vision system layout and you need to confirm how many of the required inspection zones are actually covered by cameras.

The inputs for this scenario

  • Inspection zones covered by cameras: 14 zones (unchanged)
  • Total inspection zones required: 16 zones (unchanged)
  • Required coverage target: 110 % (raised for this scenario; the documented default is 100)

Working through the calculation

  • Applying the documented formula (Camera coverage rate = zones covered / total zones required x 100) to the inputs above produces each figure below.
  • At this operating point the engine returns 87.5 % for camera coverage rate, the number this scenario is built around.
  • At this operating point the engine returns 22.5 points for coverage gap to target.
  • At this operating point the engine returns 14 count for inspection zones covered.
  • At this operating point the engine returns 16 count for total inspection zones required.

How this compares with the baseline

  • Against the tool's baseline example, where required coverage target sits at 100% and the headline result is 87.5 %, this scenario lands almost exactly on the baseline at 87.5 %.
  • A figure at this level is achievable when required coverage target is genuinely sustained, not just peaked for a shift. It treats every zone as equal weight; a single missed safety-critical zone may matter far more than the percentage suggests.

Results at a glance

  • Camera coverage rate: 87.5 % (headline result)
  • Coverage gap to target: 22.5 points
  • Inspection zones covered: 14 count
  • Total inspection zones required: 16 count

Run it with your numbers

  • Every input above is editable in the live Camera Coverage Rate calculator, which recalculates instantly and can be shared with the inputs intact.

Last reviewed 2026-05-12.