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NCHW is an acronym describing the order of the axes in a tensor containing image data samples.

  • N: Number of data samples.
  • C: Image channels. A red-green-blue (RGB) image will have 3 channels.
  • H: Image height.
  • W: Image width.

NCHW is sometimes referred to as a channels-first layout.