Pre-processing

Pre-processing images is all about standardizing input images so that you can move further along the pipeline and analyze images in the same way.

Really common pre-processing steps include:

Changing how an image looks spatially, by using geometric transforms which can scale an image, rotate it, or even change how far away an object appears, and
Changing color schemes, like choosing to use grayscale images over color images.