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tf.keras.layers.experimental.preprocessing.CenterCrop

View source on GitHub

Crop the central portion of the images to target height and width.

Inherits From: Layer

tf.keras.layers.experimental.preprocessing.CenterCrop(
    height, width, name=None, **kwargs
)

Input shape:

4D tensor with shape: (samples, height, width, channels), data_format='channels_last'.

Output shape:

4D tensor with shape: (samples, target_height, target_width, channels).

If the input height/width is even and the target height/width is odd (or inversely), the input image is left-padded by 1 pixel.

Arguments:

  • height: Integer, the height of the output shape.
  • width: Integer, the width of the output shape.
  • name: A string, the name of the layer.