Narrative Enhancements

[vijayiyer05]

• Break up "Train ResNet18..." section into two code sections on 1) preparing model for transfer learning (substeps 1-2) and 2) the actual training steps (substeps 3-5).

• Improve the delineation of why/what of both online and offline augmentation

• Add discussion about unbalanced classes, including perhaps further directions users could pursue