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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.
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