MATLAB White Paper: Appendices

Last modified by Administrator on Wed, 08/12/2020, 7:05 PM
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Appendix A

The following files are codes used in the experiment presented in the MATLAB in the COARE HPC white paper.  In particular:

  • dogs_vs_cats.m -  MATLAB script for the execution of a convolutional neural network (CNN) for Dogs vs Cats classification problem.
  • customReadDatastoreImage.m - accompanying custom MATLAB function used to automate batch processing of image dimension resizing. 

The dataset used in the code came from the Kaggle Dogs vs Cats competition, comprising 25,000 training images. Further details are available as comments within the MATLAB scripts.

Appendix B

training_labeled.jpg

Fig. 4. MATLAB allows users to see the training progress through explicit specification in the training options.

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