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change prediction display
Browse files
app.py
CHANGED
@@ -15,13 +15,11 @@ def predict_image(image):
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image_array = np.expand_dims(image_array, axis=0)
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predictions = model.signatures['serving_default'](tf.convert_to_tensor(image_array, dtype=tf.float32))['output_0']
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probabilities = tf.nn.softmax(predictions, axis=1).numpy()
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# Highest prediction
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top_index = np.argmax(
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top_label = labels[top_index]
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top_probability =
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return {top_label:top_probability}
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image_array = np.expand_dims(image_array, axis=0)
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predictions = model.signatures['serving_default'](tf.convert_to_tensor(image_array, dtype=tf.float32))['output_0']
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# Highest prediction
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top_index = np.argmax(predictions.numpy(), axis=1)[0]
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top_label = labels[top_index]
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top_probability = predictions.numpy()[0][top_index]
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return {top_label:top_probability}
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