2D deconvolution (i.e. transposed convolution).

    2D deconvolution (i.e. transposed convolution).

    k_conv2d_transpose(
      x,
      kernel,
      output_shape,
      strides = c(1, 1),
      padding = "valid",
      data_format = NULL
    )

    Arguments

    x

    Tensor or variable.

    kernel

    kernel tensor.

    output_shape

    1D int tensor for the output shape.

    strides

    strides list.

    padding

    string, "same" or "valid".

    data_format

    string, "channels_last" or "channels_first". Whether to use Theano or TensorFlow/CNTK data format for inputs/kernels/outputs.

    Value

    A tensor, result of transposed 2D convolution.

    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://keras.rstudio.com/articles/backend.html#backend-functions.