lm models segmentation artifacts

[lufre1]

Description

When using lm models to segment objects, the segmentations have artifacts:

Automatic Segmentation

following artifacts occur: fragmented, incomplete, several labels for one obejct Here are some images:

Point Prompts

following artifacts occur: segmentations are too big

Box Prompts

following artifacts occur: relies heavily on prompts, not robust