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