faustoont commited on
Commit
768d514
·
1 Parent(s): d71c714

Update app.py

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Files changed (1) hide show
  1. app.py +3 -4
app.py CHANGED
@@ -27,14 +27,13 @@ if uploaded_file is not None:
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  img = Image.open(uploaded_file)
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  st.image(img)
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  img = np.array(img)
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- img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) # OpenCV images have a different color profile. So remember to switch to RGB, that our resnet model understands.
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-
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  cust_transform = A.Compose([A.Resize(height=256, width=256, p=1.0),ToTensorV2(p=1.0)], p=1.0)
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  tensor = cust_transform(image=img)
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  tensor = tensor['image'].float().resize(1,3,256,256)
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- custom_pred = model.forward(tensor).detach().numpy() # Forward is the python method defined inside the resnet.
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- custom_pred
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  st.write(f'Predicted: {id2class[np.argmax(custom_pred)]}')
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  elif '.csv' in uploaded_file.name:
 
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  img = Image.open(uploaded_file)
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  st.image(img)
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  img = np.array(img)
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+ img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
 
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  cust_transform = A.Compose([A.Resize(height=256, width=256, p=1.0),ToTensorV2(p=1.0)], p=1.0)
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  tensor = cust_transform(image=img)
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  tensor = tensor['image'].float().resize(1,3,256,256)
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+ custom_pred = model.forward(tensor).detach().numpy()
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+ #custom_pred
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  st.write(f'Predicted: {id2class[np.argmax(custom_pred)]}')
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  elif '.csv' in uploaded_file.name: