Segmenting and refining images with SharpMask

And you probably notice countless other details as well. A machine sees none of this; an image is encoded as an array of numbers representing color values for each pixel, as in the second photo, the one on the right. So how do we enable machine vision to go from pixels to a deeper understanding of an image?