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vit-beans-demo
Wadden/vit-beans-demo
vit-beans-demo is a image classification model from Wadden. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.
Fine-tuned google/vit-base-patch16-224-in21k on the official beans dataset for 4 epochs. It classifies bean leaves as angularleafspot, beanrust, or healthy.
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Sep 4, 2026
- Updated
- Sep 4, 2026
- SHA
- 7fa8443d
Datasets
Spaces
Model card
From the Hugging Face model README
ViT Beans Classifier
Fine-tuned google/vit-base-patch16-224-in21k on the official
beans dataset for 4 epochs. It classifies bean leaves as
angular_leaf_spot, bean_rust, or healthy.
Test result
| Metric | Value |
|---|---|
| Accuracy | 0.9609 |
Usage
from transformers import pipeline
classifier = pipeline("image-classification", model="Wadden/vit-beans-demo")
classifier("leaf.jpg")
Interactive demo
The quantized ONNX export is executed directly in the browser with Transformers.js:
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Languages
- en
- Created
- Sep 4, 2026
- Updated
- Sep 4, 2026