tf.keras.layers.Cropping1D

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

Inherits From: Layer

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.layers.Cropping1D, `tf.compat.v2.keras.layers.Cropping1D`

tf.keras.layers.Cropping1D(
    cropping=(1, 1), **kwargs
)

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)