Cell division is an important process that underlies biological growth and repair. Cell biologists track this process by observing chromosomes—structures made of DNA that contain the genetic material of an organism. Advances in microscopy along with automation have allowed researchers to snap better images of chromosomes in a short time. However, their analysis is still largely done manually, which is often a tedious task. This is especially true for plants, which show a huge variety in chromosome sizes and numbers.