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Measurement and Measurement Uncertainty,lex specimen surface defects. Typical image processing methods fail to detect the indentations in specimens possessing rough and noisy surfaces, distorted indentation shapes, or cracks. We propose a robust deep learning based model for accurate automated Vickers hardness measurement in this work. A