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Synthetic data gives USV lookout models the rare, dangerous cases real footage lacks, like swimmers, debris, night and rough seas. Train on it, validate on real video.
A framework for evaluating maritime datasets, plus 14 of the best open-source datasets for USV perception, obstacle detection, and ship classification, scored on ontology, diversity, and label quality.
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