tf.keras.layers.Cropping1D

TensorFlow 1 version View source on GitHub

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

Inherits From: Layer

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.layers.Cropping1D

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

It crops along the time dimension (axis 1).

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)