Java Deep Learning Cookbook

How to do it...

1. Download, extract, and copy the contents of the TinyImageNet dataset to the following directory location:

* Windows: C:\Users\<username>\.deeplearning4j\data\TINYIMAGENET_200 * Linux: ~/.deeplearning4j/data/TINYIMAGENET_200

2. Create batches of images for training using the TinyImageNet dataset:

File saveDirTrain = new File(batchSavedLocation, "train"); SparkDataUtils.createFileBatchesLocal(dirPathDataSet, NativeImageLoader.ALLOWED_FORMATS, true, saveDirTrain, batchSize);

3. Create batches of images for testing using the TinyImageNet dataset:

File saveDirTest = new File(batchSavedLocation, "test"); SparkDataUtils.createFileBatchesLocal(dirPathDataSet, NativeImageLoader.ALLOWED_FORMATS, true, saveDirTest, batchSize);

4. Create ...