tf.image.resize_image_with_crop_or_pad(
image,
target_height,
target_width
)
Defined in tensorflow/python/ops/image_ops_impl.py
.
Crops and/or pads an image to a target width and height.
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.
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.
Raises:
ValueError
: iftarget_height
ortarget_width
are zero or negative.
Returns:
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]
.