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
andxgboost
. - projects/fields - calculation of intra-field heterogeneity
- projects/unusable - classification of unusable for agriculture analysis images
with
pytorch-lightning
andcatboost
. - projects/bare - bare soil segmentation with
pytorch-lightning