metadata
pipeline_tag: image-classification
datasets:
- AI-Lab-Makerere/beans
tags:
- image-classification
- pytorch
- transformers
Bean Leaf Disease Classifier
Fine-tuned from facebook/deit-tiny-patch16-224 using the Beans dataset.
Classes
angular_leaf_spot, bean_rust, healthy
Training
- 600 training images
- 2 epochs
- Two learning-rate experiments tracked with MLflow
- Best model selected using validation accuracy
Evaluation
- Validation accuracy: 0.9549
- Test accuracy: 0.9297
- Test macro F1: 0.9302
Limitations
This is an educational model evaluated on a small dataset. It is not validated for operational agricultural diagnosis.