Using Keras/ Neural Networks for categorical data
<p>In the <a href="https://github.com/fchollet/keras/blob/master/examples/mnist_cnn.py" rel="nofollow noreferrer">CNN example for the minst dataset for Keras</a> they tell you how to make a good CNN network to recognise hand written digits. The issue is that it doesn't tell you how to predict new digits.</p>

<p>For example give an image, if I do this:</p>

<pre><code>model.predict(image)
</code></pre>

<p>instead of telling me what digits it think it is, it instead gives me a list of 10 numbers (presumably probabilities)</p>