GeoLifeCLEF

This repository is related to the GeoLifeCLEF challenges. The details of each challenge, the data, and all other useful information are present on the challenge pages:

• GeoLifeCLEF 2022
• GeoLifeCLEF 2023
• GeoLifeCLEF 2024
• GeoLifeCLEF 2025

Code Base

In this repository, you will find dataloaders, sample_data, and examples to help using the challenge datasets.

• In data/sample_data/ you will find a small sample of the dataset to try codes and loaders.
• example_patch_loading.ipynb and example_patch_loading.py give an example of pytorch dataset creation for CNN tensors taking into account different cases.
• example_time_series_loading.ipynb and example_time_series_loading.py give an example of pytorch dataset creation for time series tensors taking into account different cases.

Environment

We provide a conda environment containing the needed libraries to use this code. conda env create -f environment.yml conda activate glc23