nclgbd / geolifeclef

GeoLifeCLEF challenge toolkit and starter code

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