CenterCrop layer

CenterCrop class

tf.keras.layers.experimental.preprocessing.CenterCrop(
    height, width, **kwargs
)

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

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.