frame-budget-bench

A camera on a production line costs money per frame it looks at, so every deployment looks at fewer. Below is what that costs, on 16 real operators doing the same assembly job. The classifier here is perfect — every frame it analyses gets its true label — so none of this is fixed by a better model.

1.0 analysed fps
—
—
—
of the real gap between operators
what the operator actually did what the dashboard reports
Operator RealReportedError