geolifeclef2023

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.

Beware these example files only show how to create PyTorch datasets from the GLC2023 raw dataset, but do not provide the code to call for PyTorch-based deep learning models which would learn on this data.