The BeachLitter dataset for image segmentation of beach litter

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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Bibliographic Details
Main Authors: Daisuke Sugiyama, Mitsuko Hidaka, Daisuke Matsuoka, Koshiro Murakami, Shin'ichiro Kako
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Data in Brief
Subjects:
Beach litter
Marine plastics
AI
Deep learning
Image segmentation
Beach monitoring
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340922002839

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