Visual Defect Detection for Manufacturing: A Leakage-Free Baseline for Casting Inspection on CPU
Technical report, 2026
The official split of a public casting-inspection dataset leaks 71.7% of its test images into training. I rebuild a clean split, train a small CPU-friendly baseline, and look carefully at what its test results can and cannot show.