#308 · Primary category: AI Tool Directories & Curated Lists

Satellite-Imagery-Datasets-Containing-Ships

classification computer-vision dataset datasets deep-learning detection hrsid instance-segmentation list maritime-analysis optical remote-sensing sar satellite-imagery semantic-segmentation ship-detection ships ssdd synthetic-aperture-radar xview

Curated list of radar and optical satellite datasets for ship detection, classification, and segmentation tasks in remote sensing and maritime analysis.

Project last updated:01/18/25

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605

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77

Contributors

2

License

MIT

Why we included this project

Putting together training data is often the slowest part of a ship-detection project, and this index gathers the main radar and optical satellite datasets into one place. Each entry lists the authors, publication year, the tasks the dataset supports, and where to actually download it, plus notes on image counts, resolution, polarization, and sensor source, so you can judge whether a corpus fits your needs before committing to a download. That detail matters because SAR and optical imagery behave very differently, and a set that works for one model can be useless for another. Teams working on maritime surveillance or autonomous vessel systems will find it a practical starting point, and newcomers get a clear map of what exists. It is a curated reference rather than software you run, but it saves the weeks of digging through scattered papers and download links that this kind of work usually involves.

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