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Crops and/or pads an image to a target width and height.
tf.image.resize_with_crop_or_pad(
image, target_height, target_width
)
Resizes an image to a target width and height by either centrally cropping the image or padding it evenly with zeros.
If width
or height
is greater than the specified target_width
or
target_height
respectively, this op centrally crops along that dimension.
If width
or height
is smaller than the specified target_width
or
target_height
respectively, this op centrally pads with 0 along that
dimension.
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.ValueError
: if target_height
or target_width
are zero or negative.Cropped and/or 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]
.