Mini Plant Set
๐ฟ Mini Plant Set
๐ Provenance
This dataset is composed of curated subsets pulled from public mirrors of the PlantVillage and Cassava Leaf Disease datasets.
๐ Dataset Composition
- Clean Set (Training & Evaluation): 1,500 labeled images.
- Field Set (Robustness Testing): 60 noisy 'field-shot' images featuring motion blur and mixed lighting, designed to test model resilience in real-world scenarios.
โ๏ธ Class Weights
The subset is perfectly balanced across all 5 target classes:
{
"healthy": 1.0,
"maize_rust": 1.0,
"maize_blight": 1.0,
"cassava_mosaic": 1.0,
"bean_spot": 1.0
}
-**Provenance**: Subsets pulled from public mirrors of PlantVillage, Cassava Leaf Disease, and Beans datasets.
- **Total Images**: 1,500 clean, 60 noisy field-shots.
- **Class Weights**: {
"healthy": 1.0, "maize_rust": 1.0, "maize_blight": 1.0, "cassava_mosaic": 1.0, "bean_spot": 1.0 }