tf.keras.layers.Cropping2D

Cropping layer for 2D input (e.g. picture).

Inherits From: Layer, Module

It crops along spatial dimensions, i.e. height and width.

Examples:

input_shape = (2, 28, 28, 3)
x = np.arange(np.prod(input_shape)).reshape(input_shape)
y = tf.keras.layers.Cropping2D(cropping=((2, 2), (4, 4)))(x)
print(y.shape)
(2, 24, 20, 3)

cropping Int, or tuple of 2 ints, or tuple of 2 tupl