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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
To cite this dataset use the following:
Usage :
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,
Data downloads
Type Description URL
GET DATA https://ftp.nmdc.no/nmdc/IMR/MachineLearning/fishDatasetSimulationAlgorithm.zip
63.8
66.1
-11.7
8.2
Entry ID
IMR_DeepVision_fish_2020
Entry Title
Deep Vision fish dataset
Data Set Citation List
Dataset Creator Dataset Title Dataset Release Date Dataset Publisher Dataset DOI Online Resource
Vaneeda Allken, Shale Rosen Deep Vision fish dataset 2020-02-26T00:00:00:00Z Institute of Marine Research 10.21335/NMDC-551736490 http://metadata.nmdc.no/metadata-api/landingpage/01d102345aef4639f063a13ea20cd3f3
Personnel List
Role First Name Last Name Email
DIF Author Arnfinn Morvik
Investigator Vaneeda Allken vaneeda.allken@hi.no
Technical Contact Shale Rosen
Parameters List
Category Topic Term Variable Level 1 Variable Level 2
EARTH SCIENCE BIOLOGICAL CLASSIFICATION ANIMALS/VERTEBRATES FISH RAY-FINNED FISHES
ISO Topic Category List
Oceans
Keywords List
Deep Vision,machine learning,
Temporal Coverage
Start Date Stop Date
2017-05-11 2018-05-22
Data Set Progress
Complete
Spatial Coverage
Location List
Location Category Location Type Location Subregion1
Ocean Atlantic Ocean North Atlantic Ocean
Project List
Access Constraints
unrestricted
Originating Center
Institute of Marine Research
Data Center List
Data Center Name Data Center URL
Institute of Marine Research Institute of Marine Research http://www.hi.no
Distribution List
Distribution Media Distribution Format
FTP zip
Reference List
Summary
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.
Related URL List
URL Content Type URL
GET DATA https://ftp.nmdc.no/nmdc/IMR/MachineLearning/fishDatasetSimulationAlgorithm.zip
Originating Metadata Node
Norwegian Marine Datacentre
Metadata Name
CEOS IDN DIF
Metadata Version
9.7.1
DIF Creation Date
2020-02-26T00:00:00:00Z
Use Constraints
CC BY 4.0
boundingboxWKT
POLYGON((8.1 63.699999999999996,-11.6 63.699999999999996,-11.6 66.19999999999999,8.1 66.19999999999999,8.1 63.699999999999996))
01d102345aef4639f063a13ea20cd3f3.xml
No Spatial coverage