Image Segmentation Instance

A vision task that detects and delineates each individual object instance with a pixel-level mask. Mask R-CNN is the classic architecture; modern approaches include SOLOv2, CondInst, and SAM-based methods. Instance segmentation is used for robotic pick-and-place in cluttered scenes where multiple instances of the same object class must be individually distinguished.