hwberry2 commited on
Commit
ba0af48
·
1 Parent(s): cff29bc

Update app.py

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Files changed (1) hide show
  1. app.py +5 -2
app.py CHANGED
@@ -22,6 +22,9 @@ with gr.Blocks() as demo:
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  # image classification model for
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  # clothes images
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  def modelTraining(img):
 
 
 
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  # clothing dataset
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  mnist = tf.keras.datasets.mnist
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@@ -72,9 +75,9 @@ with gr.Blocks() as demo:
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  # Make a prediction using the model
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  prediction = probability_model.predict(input_array)
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-
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  # Postprocess the prediction and return it
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- return np.argmax(prediction)
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  # Creates the Gradio interface objects
 
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  # image classification model for
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  # clothes images
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  def modelTraining(img):
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+ class_names = ['T-shirt/top', 'Trouser', 'Pullover', 'Dress', 'Coat',
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+ 'Sandal', 'Shirt', 'Sneaker', 'Bag', 'Ankle boot']
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+
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  # clothing dataset
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  mnist = tf.keras.datasets.mnist
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  # Make a prediction using the model
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  prediction = probability_model.predict(input_array)
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+ predicted_label = class_names[np.argmax(prediction)]
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  # Postprocess the prediction and return it
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+ return predicted_label
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  # Creates the Gradio interface objects