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Segmentation-of-Godulkiego-Sandstone

The goal of the project was segmentation of minerals in digital images of the Godulkiego Sandstone samples. For this purpose, a segmentation algorithm based on RandomForest and CNN was built, which is described in the reflection article.

Class with model and morphological operations: here

Notebooks with models: here

Web app based on this model: here

Web app frondend demo: GitHub Pages