Resizes and pads an image to a target width and height.
tf.compat.v1.image.resize_image_with_pad(
image, target_height, target_width, method=ResizeMethodV1.BILINEAR,
align_corners=False
)
Resizes an image to a target width and height by keeping
the aspect ratio the same without distortion. If the target
dimensions don't match the image dimensions, the image
is resized and then padded with zeroes to match requested
dimensions.
Args |
image
|
4-D Tensor of shape [batch, height, width, channels] or 3-D Tensor
of shape [height, width, channels] .
|
target_height
|
Target height.
|
target_width
|
Target width.
|
method
|
Method to use for resizing image. See resize_images()
|
align_corners
|
bool. If True, the centers of the 4 corner pixels of the
input and output tensors are aligned, preserving the values at the corner
pixels. Defaults to False .
|
Raises |
ValueError
|
if target_height or target_width are zero or negative.
|
Returns |
Resized and padded image.
If images was 4-D, a 4-D float Tensor of shape
[batch, new_height, new_width, channels] .
If images was 3-D, a 3-D float Tensor of shape
[new_height, new_width, channels] .
|