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.