Utilizing machine vision and deep learning techniques, mask manufacturers can ensure compliance with ISO standards during production and discover flawed masks before shipping. The Cognex In-Sight 8402 Visual System detects earloop and headband weld points in mask components while measuring mask width to confirm manufactured dimensions meet expectations. Although many defects might prove elusive and hard to predict, traditional machine vision algorithms struggle to account for them. Fortunately, with just fifty sample images, Cognex Deep Learning can effortlessly locate cracks, stains, sewing faults, and other irregularities, subsequently categorizing them.