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One Shot is Enough for Sequential Infrared Small Target Segmentation

Introduction

The code in this repository is the implementation of the methods and algorithms described in the paper "One Shot is Enough for Sequential Infrared Small Target Segmentation". For detailed theoretical background and methodology, please refer to the paper.

Getting Started

To use this code, follow these steps:

1. Download the IRDST dataset and place it in the dataset folder.

2. Download the weight of MobileSAM and place it in the weights folder.

3. Install required Libraries.

4. Run the main.py file.

Acknowledgements

We are grateful for the resources that have supported this work:

• SAM-related code from the segment-anything project.
• MobileSAM weights available at MobileSAM.

Thanks to the contributors of these projects for their invaluable contributions.

Contact

For more information or inquiries regarding the one-shot-IRSTS model and its applications, please contact [danbingbing20@mails.ucas.ac.cn].