Underwater 3D Concrete Print Quality Assessment

Automated geometric and surface-quality evaluation from a single image

Input Image

Analysis Output

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Print Segmentation Confidence (%) [Change this value if the print is poorly segmented on the right side, typically increase]

50 95

NOTE: Optimal score for each metric is 100%

Area Quality

Convex-hull–normalized area retention

Boundary Quality

Perimeter regularity relative to convex hull

Surface Quality

Inverse defect coverage within print region