Project-AgML/tree_species_classification_slovak_exact_cropped

Tree Species Classification Slovak Exact Cropped

This dataset provides real RGB images of tree bark and foliage collected in field environments across Slovakia and the Czech Republic. Captured during summer 2022 using handheld cameras (Sony Alpha 7 and Canon EOS 4000D), the images focus on multiple tree species for forestry classification tasks. The dataset contains 527 images across 4 classes: European beech, European silver fir, Norway spruce, Sessile oak.
Images per class:

• European beech: 155
• European silver fir: 105
• Norway spruce: 119
• Sessile oak: 148

This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.

Citation

@article{surendran2025forestry,
  title={A forestry investigation: Exploring factors behind improved tree species classification using bark images},
  author={Surendran, Gokul Kottilapurath and Deekshitha, and Lukac, Martin and Lukac, Martin and Vybostok, Jozef and Mokros, Martin},
  journal={Ecological Informatics},
  volume={85},
  pages={102932},
  year={2025},
  publisher={Elsevier}
}

Mokroš, M., & Kottilapurath Surendran, G. (2024). Slovak exact cropped dataset [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.14221080

This dataset was reformatted from its original format to match HuggingFace standards.