Image annotation can tell a model very different things about a picture. A box can show where a car is. A polygon can follow ...

Medical image segmentation, the task of teaching computers to trace the exact outlines of organs and lesions inside CT scans, ...

As large medical imaging datasets become widely available, researchers are increasingly turning to artificial intelligence to extract useful information from scans that were never manually annotated.

Few-shot semantic segmentation has long been one of the most stubborn problems in computer vision: how can a machine learn to outline an object it has essentially never seen before, guided by nothing ...

Example of segmentation visualization in the CrossSegmentationExplorer system. After selecting the image volume, segmentation models or files are chosen from the drop-down menus. For each selected ...