U-Net Model for Mesostructural Reconstruction

Published: 15 November 2024| Version 2 | DOI: 10.17632/dvgtr479c3.2
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Description

This code is part of the paper "Expert K-Means Reconstruction Method: a novel image processing approach for mesostructure reconstruction" and is designed to implement mesostructural reconstruction, taking granite as an example. The code is based on the U-Net model, with the main entry point located in several corresponding top-level scripts. Relevant annotations were completed using LabelMe.

Files

Steps to reproduce

See readme.

Institutions

Tongji University

Categories

Machine Learning, Code Reuse, Rock, U-Net

Funders

  • Special Funds for Science and Technology Supports Carbon Peaking and Carbon Neutrality of the “Science and Technology Innovation Action plan” of Shanghai
    Grant ID: 22dz1205300
  • 2023 Central Government Support Fund for Reform and Development of Local Universities
    Grant ID: 00061146
  • Interdisciplinary Joint Research Project of Tongji University
    Grant ID: 2022-3-YB-05

Licence