TensorFlow 2 version | View source on GitHub |
2D convolution.
tf.keras.backend.conv2d(
x, kernel, strides=(1, 1), padding='valid', data_format=None, dilation_rate=(1,
1)
)
Arguments | |
---|---|
x
|
Tensor or variable. |
kernel
|
kernel tensor. |
strides
|
strides tuple. |
padding
|
string, "same" or "valid" .
|
data_format
|
"channels_last" or "channels_first" .
|
dilation_rate
|
tuple of 2 integers. |
Returns | |
---|---|
A tensor, result of 2D convolution. |
Raises | |
---|---|
ValueError
|
if data_format is neither channels_last or
channels_first .
|