tf.keras.backend.conv2d_transpose
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).
| Arguments | |
|---|---|
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. |
| Returns | |
|---|---|
| A tensor, result of transposed 2D convolution. |
| Raises | |
|---|---|
ValueError |
if data_format is neither channels_last or channels_first. |
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/keras/backend/conv2d_transpose