https://github.com/SLDGroup/PP-SAM

https://github.com/SLDGroup/PP-SAM

Last synced: about 2 months ago
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• Host: GitHub
• URL: https://github.com/SLDGroup/PP-SAM
• Owner: SLDGroup
• License: bsd-3-clause
• Created: 2024-04-14T17:32:07.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-10-28T22:28:53.000Z (3 months ago)
• Last Synced: 2024-10-28T23:24:21.403Z (3 months ago)
• Language: Python
• Size: 432 KB
• Stars: 11
• Watchers: 1
• Forks: 2
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-Segment-Anything - [code

README

        
# PP-SAM

Official Pytorch implementation of the paper [PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation](https://openaccess.thecvf.com/content/CVPR2024W/DEF-AI-MIA/papers/Rahman_PP-SAM_Perturbed_Prompts_for_Robust_Adaption_of_Segment_Anything_Model_CVPRW_2024_paper.pdf) published in CVPRW 2024. [arxiv](https://arxiv.org/abs/2405.16740)  




[Md Mostafijur Rahman1*](https://github.com/mostafij-rahman), [Mustafa Munir1](https://github.com/mmunir127), [Debesh Jha2](https://github.com/DebeshJha), [Ulas Bagci2](https://github.com/NUBagciLab), [Radu Marculescu1](https://radum.ece.utexas.edu/)

1The University of Texas at Austin, 2Northwestern University, *Corresponding Author


# Update

## ***We released the training code

## Fine-tuning pipeline







## Citations

``` 

@inproceedings{rahman2024pp,

  title={PP-SAM: Perturbed Prompts for Robust Adaption of Segment Anything Model for Polyp Segmentation},

  author={Rahman, Md Mostafijur and Munir, Mustafa and Jha, Debesh and Bagci, Ulas and Marculescu, Radu},

  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},

  pages={4989--4995},

  year={2024}

}

```