LouayMagdy commited on
Commit
c7bf40f
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verified ·
1 Parent(s): e8f297c

Update inference.py

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Files changed (1) hide show
  1. inference.py +0 -2
inference.py CHANGED
@@ -90,12 +90,10 @@ def segment_all(wt_model, tc_model, et_model, flair_tensor, t1_tensor, t1ce_tens
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  wt_output = segment_wt(wt_model, flair_tensor, t1_tensor, t1ce_tensor, t2_tensor)
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  tc_output = segment_tc(tc_model, flair_tensor, t1_tensor, t1ce_tensor, t2_tensor, wt_output)
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  et_output = segment_et(et_model, flair_tensor, t1_tensor, t1ce_tensor, t2_tensor, wt_output, tc_output)
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- print(wt_output.shape)
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  wt_label = torch.sigmoid(wt_output.squeeze(0).squeeze(0)) > 0.5
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  tc_label = torch.sigmoid(tc_output.squeeze(0).squeeze(0)) > 0.5
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  et_label = torch.sigmoid(et_output.squeeze(0).squeeze(0)) > 0.5
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- print(wt_label.shape, tc_label.shape, et_label.shape)
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  output = np.zeros((128, 128, 128))
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  output[(tc_label == 1) & (wt_label == 0)] = 2
 
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  wt_output = segment_wt(wt_model, flair_tensor, t1_tensor, t1ce_tensor, t2_tensor)
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  tc_output = segment_tc(tc_model, flair_tensor, t1_tensor, t1ce_tensor, t2_tensor, wt_output)
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  et_output = segment_et(et_model, flair_tensor, t1_tensor, t1ce_tensor, t2_tensor, wt_output, tc_output)
 
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  wt_label = torch.sigmoid(wt_output.squeeze(0).squeeze(0)) > 0.5
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  tc_label = torch.sigmoid(tc_output.squeeze(0).squeeze(0)) > 0.5
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  et_label = torch.sigmoid(et_output.squeeze(0).squeeze(0)) > 0.5
 
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  output = np.zeros((128, 128, 128))
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  output[(tc_label == 1) & (wt_label == 0)] = 2