Investigating Training Datasets of Real and Synthetic Images for Outdoor Swimmer Localisation with YOLO
Mohsen Khan Mohammadi,
Toni Schneidereit,
Ashkan Mansouri Yarahmadi
et al.
Abstract:In this study, we developed and explored a methodical image augmentation technique for swimmer localisation in northern German outdoor lake environments. When it comes to enhancing swimmer safety, a main issue we have to deal with is the lack of real-world training data of such outdoor environments. Natural lighting changes, dynamic water textures, and barely visible swimming persons are key issues to address. We account for these difficulties by adopting an effective background removal technique with availabl… Show more
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