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SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification
May 1, 2024, 4:46 a.m. | Luk\'a\v{s} Adam, Vojt\v{e}ch \v{C}erm\'ak, Kostas Papafitsoros, Luk\'a\v{s} Picek
cs.CV updates on arXiv.org arxiv.org
Abstract: This paper introduces the first public large-scale, long-span dataset with sea turtle photographs captured in the wild -- SeaTurtleID2022 (https://www.kaggle.com/datasets/wildlifedatasets/seaturtleid2022). The dataset contains 8729 photographs of 438 unique individuals collected within 13 years, making it the longest-spanned dataset for animal re-identification. All photographs include various annotations, e.g., identity, encounter timestamp, and body parts segmentation masks. Instead of standard "random" splits, the dataset allows for two realistic and ecologically motivated splits: (i) a time-aware closed-set with …
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