What exactly is a Cotton Picker? A cotton harvester is a machine that collects cotton bolls. Mechanical cotton harvesters are classified into two types: strippers and pickers. Stripper harvesters remove all of the plant's leaves and stems, as well as any open or closed bolls. The unwanted material is then removed at the gin using specialized equipment. Strippers perform best after a frost has cleared away the green vegetative growth.