Defect rates

Scratch probability: 30% Dent probability: 25% Misalignment probability: 20%

Detector

Detection kernel Sensitivity threshold: 0.35 Belt speed: 1.0×

Batch testing

Instant batch size

Current part

Part #—

Verdict—

Confidence—

Ground truth—

Session stats

Parts inspected0

Pass rate—

Detection rate (TPR)—

False-alarm rate (FPR)—

	Failed	Passed
Actual defect	0	0
Actual clean	0	0

A Sobel/Laplacian convolution runs over every part's 40×40 pixel grid at the inspection line; the thresholded activation map is grouped into bounding boxes that drive the pass/fail verdict shown on the belt.