1. In a digital medium environment for editing digital visual media, a method of using deep learning to automatically select individuals portrayed in the digital visual media, the method comprising: training, by at least one processor, a neural network utilizing training input generated from a repository of digital training images; generating, by the at least one processor, with regard to a probe digital image portraying a target individual, a position channel that indicates positions of pixels in the probe digital image relative to the target individual portrayed in the probe digital image by determining a transform between one or more feature points of the target individual and a canonical pose; and identifying, by the at least one processor, a set of pixels representing the target individual in the probe digital image utilizing the trained neural network and the position channel.