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Introduction:

  • Installation
  • Introduction to the Automatic Image Augmentation Problem Setting

Tutorials (for accomplishing common goals):

  • How to use the AaLearner class to find a good augmentation for an image dataset
  • How to apply AutoAugment image augmentation policies to a torchvision.datasets.VisionDataset object

Explanations (of the theory behind the learners):

  • Introduction to the Automatic Image Augmentation Problem Setting
  • The Theory Behind the Learners

API References (Technical specifications):

  • AutoAugment learners
auto_augmentation
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