is inaccurate to say that today’s successful ConvNets learn “on their own.” As we saw in the previous chapter, in order for a ConvNet to learn to perform a task, a huge amount of human effort is required to collect, curate, and label the data, as well as to design the many aspects of the ConvNet’s architecture.
