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Institute of Marine Research

Deep Vision fish dataset

Recommended citation:
Vaneeda Allken, Shale Rosen (2020) Deep Vision fish dataset https://doi.org/10.21335/NMDC-551736490
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Abstract
We provide a curated set of fish image data and backgrounds, the necessary software tools to generate synthetic images and annotations, and annotated real data sets to test classifier performance. The data set is constructed from images collected using the Deep Vision system during two surveys from 2017 and 2018 that targeted economically important pelagic species. The fish species annotated are blue whiting, Atlantic herring, mesopelagic fishes and Atlantic mackerel.
Scientific keywords:
EARTH SCIENCE> BIOLOGICAL CLASSIFICATION> ANIMALS/VERTEBRATES> FISH> RAY-FINNED FISHES
Key words:
Deep Vision, machine learning,
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