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Experiments

This module contains the source code to reproduce the main experiments in our paper

Setup

install python evironment

python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

check config.yaml for paths

download all required data and models with

python setup.py

Table 2: Comparison within Land Cover Problems

python table2.py

results of each model will be written in the results/table2/<shot>/<dfcregion>/<seed>/<model> folder

Table 3: Comparison across different Earth Observation Problems

python table3.py

results of each model will be written in the results/table3/dataset/<model> folder