A process in which bounding boxes or polygons are made around specific objects present inside an image is known as 2D annotation. It is done to tag specific features present inside the data or to identify the regions of interest. It enables AI & ML models to easily distinguish and group various types of objects present inside two-dimensional data including images and videos. https://dataannotation.co/a-guide-to-2d-annotation/