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rosemary-disease-classifier
asafe51/rosemary-disease-classifier
rosemary-disease-classifier is a image classification model from asafe51. Use it when you need a label for an image. The card lists the license as mit.
A fine-tuned google/vit-base-patch16-224 that classifies the condition of rosemary (Rosmarinus officinalis) leaves. Built for the AgroSense rosemary-monitoring app.
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At a glance
- Task
- Image Classification
- License
- mit
- Model type
- vit
- Access
- Public
- Created
- Jun 28, 2026
- Updated
- Jun 28, 2026
- SHA
- eeb98553
Model card
From the Hugging Face model README
Rosemary Disease Classifier
A fine-tuned google/vit-base-patch16-224 that classifies the condition of rosemary
(Rosmarinus officinalis) leaves. Built for the AgroSense rosemary-monitoring app.
Classes
Rosemary, Rosemary_Leaf_Spot, Rosemary_Pest_Damage, Rosemary_Powdery_Mildew
Training
- Base model: google/vit-base-patch16-224
- Epochs: 12
- Batch size: 16
- Learning rate: 2e-05
- Augmentation: random resized crop, horizontal flip, small rotation
- Splits: dataset-provided train / validation / test
Evaluation (held-out test split)
- Accuracy: 0.9014
- Macro-F1: 0.9121
Limitations
Trained on a custom rosemary image set; works best on clear, well-lit photos of a single leaf or plant. It only knows the four classes listed above.
- Task
- Image Classification
- Type
- vit
- License
- mit
- Languages
- en
- Created
- Jun 28, 2026
- Updated
- Jun 28, 2026