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Resize

Resize class

dlf.preprocessing.resize.Resize(
    width, height, method="bilinear", preserve_aspect_ratio=False, antialias=False
)

Data augmentation method that resizes the dimension of a RGB image

For details tf.image.resize

Aliases

  • resize
  • Resize

Arguments

  • width: int. Width of the resized image
  • height: int. Height of the resized image
  • method: ResizeMethod. Method used for resizing. Defaults to tf.image.ResizeMethod.BILINEAR.
  • preserve_aspect_ratio: bool. If true, aspect ratio is preseverd. Defaults to False.
  • antialias: bool. If true, an anti-aliasing filter is used for downsampling. Defaults to False.

YAML Configuration

preprocess_list:
    resize:
        width: 512
        height: 512