tf.image.resize_with_crop_or_pad
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.
| 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 |
if target_height or target_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]. |
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/image/resize_with_crop_or_pad