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Classifier Training

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Hervé Bitteur edited this page May 5, 2017 · 3 revisions

We use a Convolutional Neural Network (CNN) very similar to the one in use within Audiveris V5.

It is implemented on top of the Java library DeepLearning4J, and consists in 6 layers:

  1. ConvolutionLayer
  2. SubsamplingLayer
  3. ConvolutionLayer
  4. SubsamplingLayer
  5. DenseLayer
  6. OutputLayer

We plug the DeepLearning4J Training UI so that we can monitor the training of the network via a browser window opened on http://localhost:9000

Introduction

Dataset Model

Dataset Production

Training

To Do

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