# Load model directly
from transformers import AutoImageProcessor, AutoModelForImageClassification
processor = AutoImageProcessor.from_pretrained("Plaban81/vegetable-classifier")
model = AutoModelForImageClassification.from_pretrained("Plaban81/vegetable-classifier")Quick Links
vegetable-classifier
Autogenerated by HuggingPics🤗🖼️
Create your own image classifier for anything by running the demo on Google Colab.
Report any issues with the demo at the github repo.
Example Images
Brinjal
Cabbage
Cauliflower
Raddish
Tomato
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Evaluation results
- Accuracyself-reported0.857
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="Plaban81/vegetable-classifier") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")