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

Funding

Special Funds for Science and Technology Supports Carbon Peaking and Carbon Neutrality of the “Science and Technology Innovation Action plan” of Shanghai

22dz1205300

2023 Central Government Support Fund for Reform and Development of Local Universities

00061146

Interdisciplinary Joint Research Project of Tongji University

2022-3-YB-05

National Natural Science Foundation of China

U22A20597

Licence