GeoLifeCLEF 2023

This repository is related to the GeoLifeCLEF challenge. The details of the challenge, the data, and all other useful information are present on the challenge page: https://www.kaggle.com/competitions/geolifeclef-2023-lifeclef-2023-x-fgvc10

codes

In this repository you will find dataloaders, sample_data and example to help using the challenge's dataset.

• 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