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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.
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
.ValueError
: if target_height
or target_width
are zero or negative.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]
.