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README.md

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 # SAR Ship Detection Dataset
 
 A dataset of **Sentinel-1 GRD** SAR image chips with corresponding bounding-box
-annotations for **ship detection**. This repository contains the imagery, annotation files,
+annotations for **ship detection**. This dataset accompanies our paper
+[*OSSDD – a New Open Dataset for Sentinel-1 Ship Detection*](https://arxiv.org/abs/2608.01963), which describes the dataset creation and baseline detection results. This repository contains the imagery, annotation files,
 metadata, and a ready-to-use PyTorch `Dataset` class (`ShipDataset`) for training object
 detection models.