cnn_batch_norm

DeepLearning4J_MNIST_Scala_Test (Convolutional Neural Network)

MNIST handwritten digits recognition using a Convolutional Neural Network in DeepLearning4J in Scala (taken from its Java original)

Some hyper-parameter tuning on the original version. This subdirectory has a version with an extra layer, a batch normalization layer in the CNN for MNIST. The initializers and data samplers (seeds, etc) are random.

To run, use, with SBT (Simple Build Tool), do a:

    $ sbt run
      ...
      ==========================Scores========================================
       Accuracy:        0.9898
       Precision:       0.9898
       Recall:          0.9897
       F1 Score:        0.9897