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Convolutional Neural Networks

This section we explore different libraries to solve different image processing problems using convolutional neural networks

Data

After downloading the datasets, they should be placed in a folder called data in order for the code to work.

The Street View House Numbers (SVHN) data can be found here.

The Facial Expression Recognition (FER) data can be found here.

SVHN

  • Theano
  • Tensorflow (tf.nn)
  • Tensorflow (tf.layers)

FER

  • Tensorflow (tf.nn)
  • Tensorflow (tf.layers)
  • Keras