ombui commited on
Commit
de70d03
·
1 Parent(s): b45b065

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +3 -4
app.py CHANGED
@@ -19,14 +19,13 @@ def jaccard_coef(y_true, y_pred):
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  final_coef_value = (intersection + 1.0) / (K.sum(y_true_flatten) + K.sum(y_pred_flatten) - intersection + 1.0)
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  return final_coef_value
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- weights = [0.2,0.2,0.2,0.2,0.2]
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  dice_loss = sm.losses.DiceLoss(class_weights = weights)
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  focal_loss = sm.losses.CategoricalFocalLoss()
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  total_loss = dice_loss + (1 * focal_loss)
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- satellite_model = load_model('C:/Users/sa/Desktop/Model_Training/satellite_segmentation_full.h5',
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- custom_objects=({'dice_loss_plus_1focal_loss': total_loss,
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- 'jaccard_coef': jaccard_coef}))
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  def process_input_image(image_source):
 
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  final_coef_value = (intersection + 1.0) / (K.sum(y_true_flatten) + K.sum(y_pred_flatten) - intersection + 1.0)
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  return final_coef_value
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+ weights = [0.2,0.2,0.2,0.2,0.2]
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  dice_loss = sm.losses.DiceLoss(class_weights = weights)
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  focal_loss = sm.losses.CategoricalFocalLoss()
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  total_loss = dice_loss + (1 * focal_loss)
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+ satellite_model = load_model('model/C:/Users/sa/Desktop/Model_Training/satellite_segmentation_full.h5',
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+ custom_objects=({'dice_loss_plus_1focal_loss': total_loss,'jaccard_coef': jaccard_coef}))
 
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  def process_input_image(image_source):