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tf.image.resize_nearest_neighbor(images, size, align_corners=None, name=None)

tf.image.resize_nearest_neighbor(images, size, align_corners=None, name=None)

See the guide: Images > Resizing

Resize images to size using nearest neighbor interpolation.

Args:

  • images: A Tensor. Must be one of the following types: uint8, int8, int16, int32, int64, half, float32, float64. 4-D with shape [batch, height, width, channels].
  • size: A 1-D int32 Tensor of 2 elements: new_height, new_width. The new size for the images.
  • align_corners: An optional bool. Defaults to False. If true, rescale input by (new_height - 1) / (height - 1), which exactly aligns the 4 corners of images and resized images. If false, rescale by new_height / height. Treat similarly the width dimension.
  • name: A name for the operation (optional).

Returns:

A Tensor. Has the same type as images. 4-D with shape [batch, new_height, new_width, channels].

Defined in tensorflow/python/ops/gen_image_ops.py.

© 2017 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/image/resize_nearest_neighbor