Annotation files in histology are digital documents that contain detailed information about specific regions within a histological image. These files serve as a crucial tool for researchers and pathologists, providing a means to systematically document and analyze tissue samples. Annotations can include labels, markers, and notes that help in identifying and understanding various cellular structures, abnormalities, and other significant features.