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grapevine_development_stage_classification

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Grapevine Development Stage Classification

A dataset for BBCH classification of grapevine development. The dataset contains 3,993 images across 4 classes: 71_73, 75, 77, 79.
Images per class:

71_73: 975
75: 726
77: 1,200
79: 1,092

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

The original train/test/val split has been preserved in the split column.

Citation

@article{schieck2023comparison,
  title={Comparison of deep learning methods for grapevine growth stage recognition},
  author={Schieck, Martin and Krajsic, Philippe and Loos, Felix and Hussein, Abdulbaree and Franczyk, Bogdan and Kozierkiewicz, Adrianna and Pietranik, Marcin},
  journal={Computers and Electronics in Agriculture},
  volume={211},
  pages={107944},
  year={2023},
  publisher={Elsevier}
}

Schieck, M. (2022, October 31). Grapevine development stages (BBCH 71-79). Kaggle. https://www.kaggle.com/datasets/schieckmartin/grapesdevelopmentstages

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

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