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 this dataset may be of significance to the scientific communities concerned with marine pollution and computer vision, as this dataset can be used for benchmarking in the tasks involving the evaluation of marine pollution with various machine learning models.

Dataset Files

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[1] Daisuke Matsuoka, "The BeachLitter dataset for image segmentation of beach litter", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/s63q-cz84. Accessed: Jun. 20, 2024.
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doi = {10.21227/s63q-cz84},
url = {http://dx.doi.org/10.21227/s63q-cz84},
author = {Daisuke Matsuoka },
publisher = {IEEE Dataport},
title = {The BeachLitter dataset for image segmentation of beach litter},
year = {2023} }
TY - DATA
T1 - The BeachLitter dataset for image segmentation of beach litter
AU - Daisuke Matsuoka
PY - 2023
PB - IEEE Dataport
UR - 10.21227/s63q-cz84
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Daisuke Matsuoka. (2023). The BeachLitter dataset for image segmentation of beach litter. IEEE Dataport. http://dx.doi.org/10.21227/s63q-cz84
Daisuke Matsuoka, 2023. The BeachLitter dataset for image segmentation of beach litter. Available at: http://dx.doi.org/10.21227/s63q-cz84.
Daisuke Matsuoka. (2023). "The BeachLitter dataset for image segmentation of beach litter." Web.
1. Daisuke Matsuoka. The BeachLitter dataset for image segmentation of beach litter [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/s63q-cz84
Daisuke Matsuoka. "The BeachLitter dataset for image segmentation of beach litter." doi: 10.21227/s63q-cz84