Datasets:
Tasks:
Image Classification
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
License:
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[Paper](https://iragca.github.io/DS413-final-project/), [GitHub](https://github.com/iragca/DS413-final-project)
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Datasets integrated:
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| Dataset | Authors | Description | Retrieved from |
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| PlantVillage | https://doi.org/10.48550/arXiv.1511.08060 | Laboratory conditions, small images | https://www.kaggle.com/datasets/nirmalsankalana/plantdoc-dataset |
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| PlantDoc | https://doi.org/10.1145/3371158.3371196 | Field and laboratory conditions, stock-photos, small images | https://www.kaggle.com/datasets/nirmalsankalana/plantdoc-dataset |
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| DiaMOS | https://doi.org/10.3390/agronomy11112107 | Field conditions, large high quality images | https://zenodo.org/records/5557313 |
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```cff
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@misc{Irag_MegaPlant_An_integrated,
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author = {Irag, Chris Andrei and Pramio, Ashley and Mendoza, Monique Antoinette and Dela Vega, Rod Vincent},
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# MegaPlant
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A consolidated leaf-image dataset designed to support plant disease classification models that generalize across diverse environmental conditions, from controlled laboratory settings to highly variable in-field scenarios. MegaPlant integrates multiple publicly available datasets and standardizes them into a unified [taxonomy](https://en.wikipedia.org/wiki/Taxonomy) of healthy and diseased leaf categories, enabling robust training across modalities.
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[Paper](https://iragca.github.io/DS413-final-project/), [GitHub](https://github.com/iragca/DS413-final-project)
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## Datasets integrated
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| Dataset | Authors | Description | Retrieved from |
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| ------------ | ------------------------------------------ | ---------------------------------------------------------- | ---------------------------------------------------------------- |
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| PlantVillage | https://doi.org/10.48550/arXiv.1511.08060 | Laboratory conditions, small images | https://www.kaggle.com/datasets/nirmalsankalana/plantdoc-dataset |
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| PlantDoc | https://doi.org/10.1145/3371158.3371196 | Field and laboratory conditions, stock-photos, small images | https://www.kaggle.com/datasets/nirmalsankalana/plantdoc-dataset |
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| DiaMOS | https://doi.org/10.3390/agronomy11112107 | Field conditions, large high quality images | https://zenodo.org/records/5557313 |
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## Citation
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```cff
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@misc{Irag_MegaPlant_An_integrated,
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author = {Irag, Chris Andrei and Pramio, Ashley and Mendoza, Monique Antoinette and Dela Vega, Rod Vincent},
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