omaralshareef/beans-image-classifier

Bean Leaf Disease Classifier

Fine-tuned MobileNetV3-Small on AI-Lab-Makerere/beans.

Given a photo of a bean leaf, the model predicts one of:

• —angular_leaf_spot
• —bean_rust
• —healthy

Metrics

Training ran for 5 epochs on Apple Silicon (MPS). The best checkpoint was restored before export.

Usage

from transformers import pipeline

clf = pipeline("image-classification", model="omaralshareef/beans-image-classifier")
print(clf("leaf.jpg"))

Training hyperparameters

• —learning rate: 5e-5
• —train batch size: 16
• —eval batch size: 16
• —epochs: 5
• —optimizer: AdamW
• —seed: 42

Training results