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Surface Defect Detection: Scratch, Stain, Burr, Crack | EEK

How each defect family is imaged and judged: scratches, stains, colour difference, burrs and flash, cracks, holes, foreign matter, missing parts, wrinkles.

Stain Defect Visual Inspection

Stain defect visual inspection: for oil stains, water marks, fingerprints and process dirt on leather, fabric and foam surfaces, diffuse uniform illumination with grayscale/color difference comparison distinguishes natural texture from real stains, outputs OK/NG and marks positions.

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Color Difference Defect Visual Inspection

Color difference defect visual inspection: for batch-to-batch color difference, splice color difference and uneven dyeing on leather, fabric and plastic part surfaces, colorimetric comparison is performed under a stable light source and white balance reference to define acceptable and non-conforming color difference.

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Scratch Defect Visual Inspection

Scratch defect visual inspection: for linear scratches on surfaces such as metal, plastic, glass and coatings, low-angle light or stripe light highlights raised and recessed shadows, distinguishing machining marks from real scratches.

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Damage and Hole Defect Visual Inspection

Damage and hole visual inspection: for punctures, perforations and missing material in film, non-woven fabric, foam and mesh fabric, transmitted backlight provides the highest contrast, distinguishing designed holes from real damage.

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Crack Defect Visual Inspection

Crack defect visual inspection: for cracking, crazing and micro-cracks on the surfaces of composite materials, coatings, glass and metal parts, low-angle light or 3D height information forms a clear image, distinguishing parting lines from real cracks.

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Fuzz and Yarn Breakage Defect Visual Inspection

Fuzz and yarn breakage visual inspection: for raising, fuzz and yarn breakage on knitted, woven and denim fabrics, diffuse light forms a clear image of fiber anomalies, distinguishing normal raising from real yarn breakage.

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Skipped Stitch and Poor Stitching Visual Inspection

Skipped stitch and poor stitching visual inspection: for skipped stitches, loose threads and uneven stitch pitch in sewing, quilting and wrapping processes, diffuse light forms a clear image of stitch path direction, distinguishing designed stitch patterns from real skipped stitches.

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Foreign Matter Defect Visual Inspection

Foreign matter defect visual inspection: for extraneous impurities, hair, metal chips and adherents on the surfaces of food, pharmaceutical, electronic and material products, diffuse light forms a clear contrast image, distinguishing material patterns from real foreign matter.

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Wrinkle and Indentation Defect Visual Inspection

Wrinkle and indentation visual inspection: for fold wrinkles, compression indentations and temporary crease marks on soft materials such as leather, fabric and film, low-angle light forms a clear image of raised and recessed shadows, distinguishing design pleats from true indentations.

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Out-of-Tolerance Dimension and Contour Abnormality Inspection

Out-of-tolerance dimension and contour anomaly inspection: for contour, hole diameter, spacing and form deviation of die-cut parts, film, stamped and machined parts, telecentric lenses and edge measurement are used to distinguish measurement error from true out-of-tolerance.

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Burr and Flash Defect Visual Inspection

Burr and flash visual inspection: for excess material, overflow and burrs on the edges of injection-molded, die-cast, stamped and die-cut parts, low-angle light or 3D height information forms a clear image of edge anomalies, distinguishing material fuzz from true flash.

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Missing Part and Extra Part Defect Visual Inspection

Missing and extra part visual inspection: for presence and count verification of parts on assemblies, modules and multi-part trays, template comparison by position number is used to distinguish overlapping occlusion from genuinely missing parts.

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Didn't Find Your Inspection Object?

Inspection objects on the factory floor vary enormously; as long as the workpiece can be imaged clearly and "pass" and "fail" can be stated clearly, there is a chance of automating the judgement. Send us your workpiece for an actual test.

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