---
library_name: transformers
pipeline_tag: image-classification
tags:
- image-classification
- vit
- beans
datasets:
- AI-Lab-Makerere/beans
---

# ViT Beans Classifier

Vision Transformer fine-tuned for bean leaf disease classification.

## Repository

`sofiane-isi/vit-beans-sofiane`

## Dataset

`AI-Lab-Makerere/beans`

Classes:
- angular_leaf_spot
- bean_rust
- healthy

## Evaluation

- Accuracy: 0.96875
- Evaluation loss: 0.12236211448907852

## Base model

`google/vit-base-patch16-224-in21k`

## MLOps workflow

Dataset → preprocessing → fine-tuning → evaluation → Hugging Face Hub → Model Card → Space.

## Limitations

Educational model fine-tuned specifically on the Beans dataset.