title: Is it possible to extract classes probabilities assigned to training images from a saved CNN?
body: <p>I trained a CNN to perform a classification task, I used <code>vgg16</code> with <code>categorical_crossentropy</code> loss function, <code>sgd</code> optimizer, and <code>softmax</code> activation function. </p>
  
  <p>I saved then the trained model to h5 file.
  I know that the function to get classes probabilities vector for a new unseen image is <code>predict</code>. </p>
  
  <ol>
  <li>But, what I want to know is whether the final classes probabilities assigned to training images are saved with the model? </li>
  <li>If yes, how can I extract this information from the saved model without the need of using <code>predict</code> function? </li>
  </ol>