KFrimps commited on
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83faf72
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1 Parent(s): 5a7266c

Update app.py

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  1. app.py +8 -2
app.py CHANGED
@@ -1,10 +1,16 @@
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  from transformers import AutoModel
 
 
 
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  model = AutoModel.from_pretrained("KFrimps/oxford-pets-vit-from-scratch")
 
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- import gradio as gr
 
 
 
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- from PIL import Image
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  def predict(image):
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  """Predicts the class of the input image using the fine-tuned student model."""
 
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  from transformers import AutoModel
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+ import gradio as gr
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+ from PIL import Image
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+ import torch
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  model = AutoModel.from_pretrained("KFrimps/oxford-pets-vit-from-scratch")
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+ processor = ViTImageProcessor.from_pretrained("KFrimps/oxford-pets-vit-from-scratch")
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+ device = "cuda" if torch.cuda.is_available() else "cpu"
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+ model.to(device)
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+
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+ id2label = model.config.id2label
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  def predict(image):
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  """Predicts the class of the input image using the fine-tuned student model."""