tf.image.resize_image_with_crop_or_pad( image, target_height, target_width )
See the guide: Images > Cropping
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.
height is greater than the specified
target_height respectively, this op centrally crops along that dimension. If
height is smaller than the specified
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.
target_widthare 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].
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.