In materials science and manufacturing, converting pixel values to $mm^2$ enables quality control. Engineers use microscopes to capture images of material surfaces to calculate porosity or the area of defects. A digital image might show a void as a cluster of dark pixels, but to determine if the part meets safety standards, that cluster must be quantified in $mm^2$ to see if it falls within regulatory tolerance.