dhhd255 commited on
Commit
f143c99
·
1 Parent(s): 2202f73

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +18 -2
app.py CHANGED
@@ -14,6 +14,22 @@ model = AutoModel.from_pretrained('dhhd255/parkinsons_pred0.1')
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  # Move the model to the device
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  model = model.to(device)
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  st.title("Parkinson's Disease Prediction")
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  uploaded_file = st.file_uploader("Choose an image...", type=["png", "jpg", "jpeg"])
@@ -44,6 +60,6 @@ if uploaded_file is not None:
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  logits = feature_reducer(logits)
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  predicted_class = torch.argmax(logits, dim=1).item()
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  if(predicted_class == 0):
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- col2.subheader('Predicted class: Parkinson\'s')
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  else:
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- col2.subheader('Predicted class: Healthy')
 
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  # Move the model to the device
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  model = model.to(device)
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+ # Add custom CSS to use the Inter font and define custom classes for healthy and parkinsons results
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+ st.markdown("""
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+ <style>
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+ @import url('https://fonts.googleapis.com/css2?family=Inter&display=swap');
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+ body {
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+ font-family: 'Inter', sans-serif;
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+ }
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+ .healthy {
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+ color: #007E3F;
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+ }
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+ .parkinsons {
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+ color: #C30000;
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+ }
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+ </style>
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+ """, unsafe_allow_html=True)
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+
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  st.title("Parkinson's Disease Prediction")
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  uploaded_file = st.file_uploader("Choose an image...", type=["png", "jpg", "jpeg"])
 
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  logits = feature_reducer(logits)
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  predicted_class = torch.argmax(logits, dim=1).item()
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  if(predicted_class == 0):
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+ col2.markdown('<span class="parkinsons">Predicted class: Parkinson\'s</span>', unsafe_allow_html=True)
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  else:
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+ col2.markdown('<span class="healthy">Predicted class: Healthy</span>', unsafe_allow_html=True)