Published January 14, 2021 | Version 1.0
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Automatic plankton image classification - can capsules and filters help coping with data set shift?

Description

This data set is related to the article 'Automatic plankton image classification - can capsules and filters help coping with data set shift?' published in 'Limnology and Oceanography: Methods' by Plonus et al. (2021).

The images belong to the trainings set used to train the models in the aforementioned paper (training_) and three different additional data sets which were used to evaluate the performance of the trained models in application mode (fs446_; fs466_; fs534_). The Python-Script 'separate_files.py' can be used to move all the images in different folders for each data set and class respectively.

Files

upload_zenodo.zip

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Additional details

Related works

Is cited by
Journal article: 10.1002/(ISSN)15415856 (DOI)