TensorFlow 1 version View source on GitHub

Pad image with zeros to the specified height and width.

    image, offset_height, offset_width, target_height, target_width

Adds offset_height rows of zeros on top, offset_width columns of zeros on the left, and then pads the image on the bottom and right with zeros until it has dimensions target_height, target_width.

This op does nothing if offset_* is zero and the image already has size target_height by target_width.


  • image: 4-D Tensor of shape [batch, height, width, channels] or 3-D Tensor of shape [height, width, channels].
  • offset_height: Number of rows of zeros to add on top.
  • offset_width: Number of columns of zeros to add on the left.
  • target_height: Height of output image.
  • target_width: Width of output image.


If image was 4-D, a 4-D float Tensor of shape [batch, target_height, target_width, channels] If image was 3-D, a 3-D float Tensor of shape [target_height, target_width, channels]


  • ValueError: If the shape of image is incompatible with the offset_* or target_* arguments, or either offset_height or offset_width is negative.