tf.keras.backend.conv2d_transpose

TensorFlow 2 version View source on GitHub

2D deconvolution (i.e.

tf.keras.backend.conv2d_transpose(
    x, kernel, output_shape, strides=(1, 1), padding='valid', data_format=None,
    dilation_rate=(1, 1)
)

transposed convolution).

x Tensor or variable.
kernel kernel tensor.
output_shape 1D int tensor for the output shape.
strides strides tuple.
padding string, "same" or "valid".
data_format string, "channels_last" or "channels_first".
dilation_rate Tuple of 2 integers.

A tensor, result of transposed 2D convolution.

ValueError if data_format is neither channels_last or channels_first.