AI RESEARCH
NASTaR: NovaSAR Automated Ship Target Recognition Dataset
arXiv CS.LG
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ArXi:2512.18503v3 Announce Type: replace-cross Synthetic Aperture Radar (SAR) offers a unique capability for all-weather, space-based maritime activity monitoring by capturing and imaging strong reflections from ships at sea. A well-defined challenge in this domain is ship type classification. Due to the high diversity and complexity of ship types, accurate recognition is difficult and typically requires specialized deep learning models. These models, however, depend on large, high-quality ground-truth datasets to achieve robust performance and generalization.