Matej commited on
Commit
b8fb8cf
1 Parent(s): 7c3521c
Files changed (1) hide show
  1. my_app.py +5 -0
my_app.py CHANGED
@@ -23,14 +23,19 @@ This model is based on the EfficientNetB0 architecture and was trained on augmen
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  """
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  def preprocess(image):
 
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  image = tf.image.resize(image, [224, 224])
 
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  image = tf.expand_dims(image, axis=0)
 
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  return image
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  def predict(model_selection, image):
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  # Choose the model based on the dropdown selection
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  model = model1 if model_selection == "EfficentNetB0 Fine Tune" else model2
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  image = preprocess(image)
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  prediction = model.predict(image)
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  print("model prediction", prediction)
 
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  """
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  def preprocess(image):
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+ print("before resize", image.shape)
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  image = tf.image.resize(image, [224, 224])
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+
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  image = tf.expand_dims(image, axis=0)
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+ print("After expanddims", image.shape)
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  return image
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  def predict(model_selection, image):
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  # Choose the model based on the dropdown selection
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  model = model1 if model_selection == "EfficentNetB0 Fine Tune" else model2
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+ print(model.summary())
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+
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  image = preprocess(image)
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  prediction = model.predict(image)
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  print("model prediction", prediction)