metadata
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.