Here we provide dataset transformation examples such as reidentification, reindexing, label redefinition, and tiling.

In addition to these, Datumaro provides a total of 22 transformations, including polygon to bbox, merging segmentation masks, annotation and attribution removal, etc. Please refer here.

Tile your Dataset to Cope with High-Resolution Images

This transform is known to be useful for detecting small objects in high-resolution input images [1].

Transform bounding box to instance mask annotations using Segment Anything Model

This transform uses Segment Anything Model [2] to transform bounding box annotations to instance mask annotations.