X-ray material segmentation using UNet and VGGNet

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Comparative study of UNet and VGGNet for pixel-wise segmentation of tomographic X‑ray datasets: covers dataset curation, transfer-learning strategies, quantitative benchmarks on industrial cases, implementation notes and deployment considerations for production pipelines.