Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images

Tristan Piater, Björn Barz, Alexander Freytag

The Segment Anything Model (SAM) is widely used for segmenting a diverse range of objects in natural images from simple user prompts like points or bounding boxes. However, SAM's p…