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The BeachLitter dataset for image segmentation of beach litter

This dataset consists of 3500 images of beach litter and 3500 corresponding pixel-wise labelled images. Although performing such pixel-by-pixel semantic masking is expensive, it allows us to build machine-learning models that can perform more sophisticated automated visual processing. We believe thi...

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Detalles Bibliográficos
Autores principales: Sugiyama, Daisuke, Hidaka, Mitsuko, Matsuoka, Daisuke, Murakami, Koshiro, Kako, Shin'ichiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8980340/
https://www.ncbi.nlm.nih.gov/pubmed/35392618
http://dx.doi.org/10.1016/j.dib.2022.108072