This repo hosts my soil science projects, connected with data science:

• Root and diploma - code and text of master thesis; soil type classification with scikit-learn and xgboost.
• projects/fields - calculation of intra-field heterogeneity
• projects/unusable - classification of unusable for agriculture analysis images with pytorch-lightning and catboost.
• projects/bare - bare soil segmentation with pytorch-lightning