tensorflow::ops::ExtractImagePatches

tensorflow::ops::ExtractImagePatches

#include <array_ops.h>

Extract patches from images and put them in the "depth" output dimension.

Summary

Arguments:

  • scope: A Scope object
  • images: 4-D Tensor with shape [batch, in_rows, in_cols, depth].
  • ksizes: The size of the sliding window for each dimension of images.
  • strides: 1-D of length 4. How far the centers of two consecutive patches are in the images. Must be: [1, stride_rows, stride_cols, 1].
  • rates: 1-D of length 4. Must be: [1, rate_rows, rate_cols, 1]. This is the input stride, specifying how far two consecutive patch samples are in the input. Equivalent to extra