TS-SAM: Fine-Tuning Segment-Anything Model for Downstream Tasks
Published in 2024 IEEE International Conference on Multimedia and Expo (ICME), 2024
This paper proposes TS-SAM (Two-Stream SAM), which enhances SAM with a lightweight convolutional side-branch adapter, a multi-scale refinement module, and a feature-fusion decoder, enabling it to achieve performance closer to, or even comparable with, specialized segmentation models on downstream segmentation tasks.
