Automated microscopes are now widespread in biological research. They enable the unprecedented collection of images at a rate which outpaces researchers’ ability to visually inspect them. Whether interrogating hundreds of thousands of individual fixed samples or fewer samples collected over time, automated image analysis has become necessary to identify interesting samples and extract quantitative information by microscopy. This chapter builds on the material presented in the introductory HCS section.