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:
- Downloads last month
- 84