Project-AgML/greenhouse_leafy_segmentation
Greenhouse Leafy Segmentation A dataset for semantic segmentation of plants growing in a greenhouse hydroponic environment. The dataset contains 3,348 images with pixel-level mask annotations. This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library. Citation @article{cardenasgallegos2025reliable, title={Reliable plant segmentation under variable greenhouse illumination conditions}, author={Cardenas-Gallegos, Jonathan S.… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/greenhouse_leafy_segmentation.
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1---2dataset_info:3 features:4 - name: image5 dtype: image6 - name: mask7 dtype: image8 splits:9 - name: train10 num_bytes: 9112393011 num_examples: 334812 download_size: 8633017213 dataset_size: 9112393014configs:15- config_name: default16 data_files:17 - split: train18 path: data/train-*19license: cc-by-4.020task_categories:21- image-segmentation22size_categories:23- 1K<n<10K24---25# Greenhouse Leafy Segmentation26 27A dataset for semantic segmentation of plants growing in a greenhouse hydroponic environment. The dataset contains 3,348 images with pixel-level mask annotations.28 29This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.30 31## Citation32 33```bibtex34@article{cardenasgallegos2025reliable,35 title={Reliable plant segmentation under variable greenhouse illumination conditions},36 author={Cardenas-Gallegos, Jonathan S. and Severns, Paul M. and Klimeš, Pavel and N. Lacerda, Lorena and Peduzzi, Alicia and Soranz Ferrarezi, Rhuanito},37 journal={Computers and Electronics in Agriculture},38 volume={229},39 pages={109711},40 year={2025},41 publisher={Elsevier}42}43```44Jonathan Cárdenas. (2024). JSCG95/leafy-segmentation_CEA: Data availability release (Version V1.0.0) [Computer software]. Zenodo. https://doi.org/10.5281/zenodo.1111040945 46*This dataset was reformatted from its original format to match HuggingFace standards.*