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gravel

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SANDI

louisejuliedelhaye / SANDI

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Sediment ANalysis and Delineation through Images. A free and open-source software to process particles from high-resolution underwater images and to analyze gravels from laboratory images. Designed for contour detection, shape characterization and size measurement.

image-processing oceanography object-detection geology sedimentology suspended-sediment pcam gravel suspended-particulate-matter particle-camera
  • Updated Apr 22, 2025
  • Python

Kaushikjas10 / Liquefaction-gravel-eml-2023

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This repository is associated with interpretable/explainable ML model for liquefaction potential assessment of gravelly soils. This model is developed using LightGBM and SHAP.

machine-learning lightgbm artficial-intelligence earthquake automl geotechnical-engineering explainable-artificial-intelligence earthquake-engineering liquefaction shap shear-waves gravel explainable-machine-learning shapley-additive-explanations lightgbm-classifier geotechnics flaml
  • Updated Mar 28, 2024
  • Jupyter Notebook

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