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Tomoscopic AlGe10 Dendrite Segmentation Dataset and Model Weights

Authors: Paul H. Kamm, Francisco García-Moreno

Keywords: dataset, segmentation, model weights

Time-resolved tomographic reconstructions of evolving dendrites and porosity during solidification of AlGe10 alloy for different cooling rates with a reduced temporal sampling of one tomogram per second and segmented tomograms (background, interdendritic space, pores, dendrites) using the provided model weights for the nnU-Net architecture.


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Tomoscopic AlGe10 Dendrite Segmentation

Kamm P, García-Moreno F - Zenodo - 2026

10.5281/zenodo.21397038

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2021: Avanti - Advanced imaging analysis methods for x-ray tomoscopy of dynamic processes
Tomoscopic AlGe10 Dendrite Segmentation Dataset and Model Weights Image
Tomographic reconstruction and segmentation of one time point acquired within 5 ms using nnU-Net with the provided model weights (left), quantitative analysis of the segmented volumes for provided data of one cooling rate (top right) and 3D renderings of the growing dendritic phase (bottom).
©Paul H. Kamm
License
CC BY 4.0

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