imgaug

Contents:

  • Installation
  • Examples: Basics
  • Examples: Keypoints
  • Examples: Bounding Boxes
  • Examples: Heatmaps
  • Examples: Segmentation Maps and Masks
  • Stochastic Parameters
  • Blending/Overlaying images
  • Overview of Augmenters
  • Performance
  • dtype support
  • Jupyter Notebooks
  • API
  • README images
imgaug
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Jupyter Notebooks

Several jupyter notebooks are available that provide tutorials about imgaug’s functionality. They are hosted at imgaug-doc/notebooks. The notebooks can be downloaded to interactively modify the examples.

List of Notebooks:
  • A01 - Load and Augment an Image

  • A03 - Multicore Augmentation

  • B01 - Augment Keypoints (aka Landmarks)

  • B02 - Augment Bounding Boxes

  • B03 - Augment Polygons

  • B06 - Augment Line Strings

  • B04 - Augment Heatmaps

  • B05 - Augment Segmentation Maps

  • C01 - Using Probability Distributions as Parameters

  • C02 - Using imgaug with more Control Flow

  • C03 - Stochastic and Deterministic Augmentation

  • C04 - Copying Random States and Using Multiple Augmentation Sequences

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