readme: # -*- coding: utf-8 -*-
  """imageClassifier.ipynb
  
  Automatically generated by Colaboratory.
  
  Original file is located at
      https://colab.research.google.com/drive/1S-yO7cqOfeKz8Iu1h-DwhTgkkGml0tKb
  """
  
  pip install git+https://github.com/huggingface/transformers.git
  
  from transformers import ViTFeatureExtractor, ViTForImageClassification
  from PIL import Image
  import requests
  
  url = 'https://www.livechennai.com/businesslistings/News_photo/dosa11218.jpg'
  image = Image.open(requests.get(url, stream=True).raw)
  
  display(image)
  
  feature_extractor = ViTFeatureExtractor.from_pretrained("Amrrs/south-indian-foods")
  model = ViTForImageClassification.from_pretrained("Amrrs/south-indian-foods")
  
  inputs = feature_extractor(images=image, return_tensors="pt")
  
  outputs = model(**inputs)
  
  logits = outputs.logits
  
  predicted_class_idx = logits.argmax(-1).item()
  print("Predicted class:", model.config.id2label[predicted_class_idx])
  
  