.. _example_plot_comparison.py:


================================================
Comparison of GoogLeNet and Overfeat Classifiers
================================================

In this example, an image is input to an OverfeatClassifier and a
GoogLeNetClassifier, and the top N
probability outputs are compared for both classifiers.




.. image:: images/plot_comparison_001.png
    :align: center


**Script output**::

  Overfeat predictions [['otter' 'meerkat, mierkat' 'Border terrier' 'badger'
    'three-toed sloth, ai, Bradypus tridactylus']]
  Overfeat probabilities [[  2.14521634e-07   1.34061577e-06   7.87416593e-06   1.31268520e-04
      9.99858141e-01]]
  GoogLeNet predictions [['otter' 'African grey, African gray, Psittacus erithacus' 'badger'
    'sea lion' 'three-toed sloth, ai, Bradypus tridactylus']]
  GoogLeNet probabilities [[ 0.0191793   0.02727892  0.03366567  0.04920716  0.76793528]]



**Python source code:** :download:`plot_comparison.py <plot_comparison.py>`

.. literalinclude:: plot_comparison.py
    :lines: 11-

**Total running time of the example:**  139.50 seconds
( 2 minutes  19.50 seconds)