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Simple Fashion MNIST Image Classifier

Fashion MNIST is a dataset commonly used for testing computer vision algorithms. It contains these classes:

  • T-shirt/top
  • Trouser
  • Pullover
  • Dress
  • Coat
  • Sandal
  • Shirt
  • Sneaker
  • Bag
  • Ankle boot

With CAI, Fashion MNIST dataset is loaded with:

CreateMNISTVolumes(ImgTrainingVolumes, ImgValidationVolumes, ImgTestVolumes, 'train', 't10k', {Verbose=}true, {IsFashion=}true);

In this example, the presence of required dataset files is tested with

if Not(CheckMNISTFile('train', {IsFashion=}true)) or
   Not(CheckMNISTFile('t10k', {IsFashion=}true)) then exit;