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Felix Kröber's Projects

ai4b icon ai4b

machine and deep learning for agricultural parcel delineation

cd-diagram icon cd-diagram

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

field_boundary_delineation icon field_boundary_delineation

This repository contains an eCognition-based application for semi-automated delineation of agricultural field boundaries.

flood-mapping-with-sar icon flood-mapping-with-sar

Exploratory data analysis, flood prediction model implementation with the DFC 2024 Challenge Track 1 dataset

grass icon grass

GRASS GIS - free and open source Geographic Information System (GIS)

grass-addons icon grass-addons

GRASS GIS Addons Repository (Manuals: https://grass.osgeo.org/grass7/manuals/addons/ | Linux-logs: https://grass.osgeo.org/addons/grass7/logs/ | Windows logs: http://wingrass.fsv.cvut.cz/grass78/x86_64/addons/latest/logs/)

machine_learning icon machine_learning

This repo contains projects in the field of ml/dl, mostly origintaing from some kind of university/educational training.

mmrotate icon mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

obia_tutorials icon obia_tutorials

A small collection of scripts on how to perform OBIA with open source software

oil_palm_classification icon oil_palm_classification

Machine & Deep Learning solutions for the computer vision task of binary classification of images into oil palm plantations vs. others

sar_crops_bibliometry icon sar_crops_bibliometry

This repository contains scripts for performing bibliometric analyses, exemplified on the topic of SAR-based crop classifications.

sar_parcel_analyses icon sar_parcel_analyses

Collection of scripts for performing Sentinel-1 based analyses on agricultural fields

semantique icon semantique

Semantic Querying in Earth Observation Data Cubes

spatial_analysis icon spatial_analysis

This is a repository for storing spatial analysis scripts, mostly originating from some kind of university/educational training.

stackstac icon stackstac

Turn a STAC catalog into a dask-based xarray

torchmetrics icon torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

tweet_mapper icon tweet_mapper

Java app that maps tweets contained in a .csv file as a timeseries representation in Google Earth

uav_biomass_regression icon uav_biomass_regression

ML & DL models for regression of fractional vegetation coverage, vegetation height & vegetation volume

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