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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

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

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

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