k_spatial_3d_padding: Pads 5D tensor with zeros along the depth, height, width...

In keras: R Interface to 'Keras'

Pads 5D tensor with zeros along the depth, height, width dimensions.

Description

Pads these dimensions with respectively padding[[1]], padding[[2]], and padding[[3]] zeros left and right. For 'channels_last' data_format, the 2nd, 3rd and 4th dimension will be padded. For 'channels_first' data_format, the 3rd, 4th and 5th dimension will be padded.

Usage

k_spatial_3d_padding(
  x,
  padding = list(list(1, 1), list(1, 1), list(1, 1)),
  data_format = NULL
)

Arguments

x	Tensor or variable.
padding	List of 3 lists, padding pattern.
data_format	string, "channels_last" or "channels_first".

Value

A padded 5D tensor.

Keras Backend

This function is part of a set of Keras backend functions that enable lower level access to the core operations of the backend tensor engine (e.g. TensorFlow, CNTK, Theano, etc.).

You can see a list of all available backend functions here: https://tensorflow.rstudio.com/reference/keras/index.html#backend.

keras documentation built on May 29, 2024, 3:20 a.m.