# Resources

Besides this Kaggle page, make sure to check these other resources:
- [Paper](https://arxiv.org/abs/2004.04192) describing the original GeoLifeCLEF 2020 dataset from which this dataset is extracted;
- [GitHub repository](https://github.com/maximiliense/GLC) providing useful data loading and visualization utilities as well as starter code;
- Official "Getting Started" notebooks providing starter code for data exploration and baselines computation:
  + [GeoLifeCLEF2022 - Data loading and visualization](https://www.kaggle.com/tlorieul/geolifeclef2022-data-loading-and-visualization);
  + [GeoLifeCLEF2022 - Baselines and submission](https://www.kaggle.com/tlorieul/geolifeclef2022-baselines-and-submission);
- [LifeCLEF page](https://www.imageclef.org/LifeCLEF2022) for more information about LifeCLEF challenges and working notes submission procedure;
- [FGVC page](https://sites.google.com/view/fgvc9) for more information about the FGVC9 workshop;
- Past year's winning solutions working notes:
   + [GeoLifeCLEF 2020 winners, B. Deneu et al.](https://hal.inria.fr/hal-02989084/file/paper_192.pdf);
   + [GeoLifeCLEF 2021 winner, S. Seneviratne](http://ceur-ws.org/Vol-2936/paper-140.pdf);
- [Overview paper of GeoLifeCLEF 2021](https://hal.inrae.fr/hal-03353487/file/Lorieul_etal_CLEF_2021_roumanie.pdf) and of [GeoLifeCLEF 2020](https://hal.inria.fr/hal-02989077/file/paper_272.pdf) providing an overview of previous years' challenges which were based on the same dataset (in a different format).