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tf.keras.layers.Cropping1D

TensorFlow 2.0 version View source on GitHub

Class Cropping1D

Cropping layer for 1D input (e.g. temporal sequence).

Inherits From: Layer

Aliases:

  • Class tf.compat.v1.keras.layers.Cropping1D
  • Class tf.compat.v2.keras.layers.Cropping1D

It crops along the time dimension (axis 1).

Arguments:

  • cropping: Int or tuple of int (length 2) How many units should be trimmed off at the beginning and end of the cropping dimension (axis 1). If a single int is provided, the same value will be used for both.

Input shape:

3D tensor with shape (batch, axis_to_crop, features)

Output shape:

3D tensor with shape (batch, cropped_axis, features)

__init__

View source

__init__(
    cropping=(1, 1),
    **kwargs
)