    {"datasetrec":{"DasID":8926,"Acronym":null,"StandardTitle":"Pre-trained model and learning set for classification of Southern North Sea plankton images collected by the Plankton Imager (Pi-10): <i>Anasimyia</i>","OrigTitle":null,"OrigTitleLangID":null,"OrigTitleLangCode":null,"OrigTitleLang":null,"OrigTitleLangNL":null,"VersionName":null,"ContactEmail":null,"VersionDate":null,"VersionDay":null,"VersionMonth":null,"VersionYear":null,"SizeReference":null,"EngAbstract":"<p>The pre-trained Plankton Imager (Pi-10) Convolutional Neural Network (CNN) models provide a ready-to-use deep learning solution for automated zooplankton image classification. Built upon the FlowCam phytoplankton classifier developed by VLIZ within the iMagine project, the Pi-10 pre-trained models efficiently recognize and categorize planktonic organisms from Pi-10 images, with a focus on the Southern North Sea.</p><p>The current datasets holds the model ‘<i>Anasimyia</i>’</p>","EngDescr":null,"OrigAbstract":null,"OrigDescr":null,"Comments":null,"ReleaseDate":null,"ReleaseDate0":null,"OrigDescrLang":null,"EmbargoDate":null,"OrigDescrLangNL":null,"OrigLangCode":null,"OrigLangCodeExtended":null,"OrigLangID":null,"DescrCompFlag":null,"DescrTransFlag":null,"Citation":"Mortelmans, J.; Decrop, W.; Muñiz, C.; Deneudt, K.; Flanders Marine Institute (VLIZ): Belgium; (2026): Pre-trained model and learning set for classification of Southern North Sea plankton images collected by the Plankton Imager (Pi-10): <i>Anasimyia</i>. Marine Data Archive.","AccessConstraints":null,"UDate":"2026-06-08","CDate":"2025-09-30","CurrencyDate":null,"RevisionDate":null,"DateLastModified":{"date":"2026-06-08 10:32:54.986135","timezone_type":1,"timezone":"+02:00"},"CheckedFlag":1,"PublicFlag":1,"VlizCoreFlag":1,"MarineFlag":null,"FreshFlag":null,"BrackishFlag":0,"TerrestrialFlag":0,"StatusID":1,"DasType":"Software/models/scripts","DasTypeID":3,"DasOrigin":"Research: field survey","Progress":"Completed","AccessConstraint":"Attribution-NonCommercial (CC BY-NC)","AccConstrEN":"Attribution-NonCommercial (CC BY-NC)","AccConstrDisplay":"<a rel=\"license\" href=\"https://creativecommons.org/licenses/by-nc/4.0/\" target=\"_blank\"><img alt=\"Creative Commons License\" style=\"border:0px;height:15px;width:80px;vertical-align:middle;\" src=\"https://www.marinespecies.org/aphia/images/cc/by-nc.png\" /></a> This dataset is licensed under a <a rel=\"license\" href=\"https://creativecommons.org/licenses/by-nc/4.0/\" target=\"_blank\">Creative Commons Attribution-NonCommercial 4.0 International License</a>.","License":"https://creativecommons.org/licenses/by-nc/4.0","AccConstrDescription":"This license lets others remix, tweak, and build upon your work non-commercially, and although their new works must also acknowledge you and be non-commercial, they don’t have to license their derivative works on the same terms","Lineage":null,"AccConID":24},"dois":[{"DOIID":1309,"PublicationYear":2026,"DOI":"10.14284/782","Citation":"Mortelmans, J.; Decrop, W.; Muñiz, C.; Deneudt, K.; Flanders Marine Institute (VLIZ): Belgium; (2026): Pre-trained model and learning set for classification of Southern North Sea plankton images collected by the Plankton Imager (Pi-10): Anasimyia. Marine Data Archive.","MDAID":"VLIZ_00000321_6977219f8feec951328153","Moratorium":0,"MDAURL":"https://mda.vliz.be/directlink.php?fid=VLIZ_00000321_6977219f8feec951328153","CurrentDOI":1,"Active":1,"URL":null,"downloadURL":"https://mda.vliz.be/download.php?file=VLIZ_00000321_6977219f8feec951328153"}],"spcols":null,"keywords":[{"ThesaurusTerm":"Image classification","ThesTypID":2,"ThesType":"CSA Technology Research Database Master Thesaurus","Code":null,"Description":null,"OrigThesTerm":"Image classification","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Modelling","ThesTypID":1,"ThesType":"ASFA Thesaurus List","Code":"c_230ab86c","Description":null,"OrigThesTerm":"Modelling","DutchTerm":"Modellering","URI":"http://aims.fao.org/aos/agrovoc/c_230ab86c","DasKeywordDescr":null}],"parents":[{"DasID":9088,"Acronym":null,"EngAbstract":null,"License":"https://creativecommons.org/licenses/by/4.0/","StandardTitle":"Pre-trained models and learning sets for classification of Southern North Sea plankton images collected by the Plankton Imager (Pi-10)","doi":null,"vlizDoi":null}],"children":null,"othrel":null,"othrelrev":[{"DasID":9087,"Acronym":null,"StandardTitle":"Pre-trained model and learning set for classification of Southern North Sea plankton images collected by the Plankton Imager (Pi-10): <i>Dasysyrphus</i>","Relation":"Related Dataset","RelationY":"Related Dataset","RelID":11,"doi":null,"vlizDoi":"10.14284/802"}],"ownerships":[{"OrderNr":1,"Surname":"Mortelmans","Firstname":"Jonas","Initials":"J.","PerPublicFlag":1,"AdrID":167758,"Email":"jonas.mortelmans@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":26622,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":61,"Role":"Data creator","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0002-8781-7915","ROR":"https://ror.org/0496vr396"},{"OrderNr":2,"Surname":"Mortelmans","Firstname":"Jonas","Initials":"J.","PerPublicFlag":1,"AdrID":167758,"Email":"jonas.mortelmans@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":26622,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":24,"Role":"Contact","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0002-8781-7915","ROR":"https://ror.org/0496vr396"},{"OrderNr":3,"Surname":"Decrop","Firstname":"Wout","Initials":"W.","PerPublicFlag":1,"AdrID":170200,"Email":"wout.decrop@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":42199,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":61,"Role":"Data creator","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0009-0001-7756-8310","ROR":"https://ror.org/0496vr396"},{"OrderNr":4,"Surname":"Mortelmans","Firstname":"Jonas","Initials":"J.","PerPublicFlag":1,"AdrID":167758,"Email":"jonas.mortelmans@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":26622,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":18,"Role":"Data collector","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0002-8781-7915","ROR":"https://ror.org/0496vr396"},{"OrderNr":5,"Surname":"Fernandez Muñiz","Firstname":"Carlota","Initials":"C.","PerPublicFlag":1,"AdrID":167764,"Email":"carlota.muniz@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":40426,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":61,"Role":"Data creator","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0001-9584-3833","ROR":"https://ror.org/0496vr396"},{"OrderNr":6,"Surname":"Fernandez Muñiz","Firstname":"Carlota","Initials":"C.","PerPublicFlag":1,"AdrID":167764,"Email":"carlota.muniz@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":40426,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":19,"Role":"Data manager","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0001-9584-3833","ROR":"https://ror.org/0496vr396"},{"OrderNr":7,"Surname":"Mortelmans","Firstname":"Jonas","Initials":"J.","PerPublicFlag":1,"AdrID":167758,"Email":"jonas.mortelmans@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":26622,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":19,"Role":"Data manager","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0002-8781-7915","ROR":"https://ror.org/0496vr396"},{"OrderNr":8,"Surname":"Deneudt","Firstname":"Klaas","Initials":"K.","PerPublicFlag":1,"AdrID":171088,"Email":"klaas.deneudt@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":3362,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":19,"Role":"Data manager","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0002-8559-3508","ROR":"https://ror.org/0496vr396"},{"OrderNr":9,"Surname":"Decrop","Firstname":"Wout","Initials":"W.","PerPublicFlag":1,"AdrID":170200,"Email":"wout.decrop@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":42199,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":19,"Role":"Data manager","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0009-0001-7756-8310","ROR":"https://ror.org/0496vr396"},{"OrderNr":10,"Surname":"Deneudt","Firstname":"Klaas","Initials":"K.","PerPublicFlag":1,"AdrID":171088,"Email":"klaas.deneudt@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":3362,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":61,"Role":"Data creator","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0002-8559-3508","ROR":"https://ror.org/0496vr396"},{"OrderNr":11,"Surname":null,"Firstname":null,"Initials":null,"PerPublicFlag":null,"AdrID":null,"Email":null,"InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":11,"PersID":null,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":61,"Role":"Data creator","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":null,"ROR":"https://ror.org/0496vr396"}],"taxterms":null,"frameworks":null,"otherterms":null,"temporal":null,"geographical":[{"GeoTerm":"North Sea","DasGeoID":15463,"DasGeoTerm":null,"DasID":8926,"GeotID":9706,"X":null,"Y":null,"MaxX":null,"MaxY":null,"StationName":null,"Precision":null,"CoordSystID":null,"GeoDatumID":null,"OrigCoordMinX":null,"OrigCoordMinY":null,"OrigCoordMaxX":null,"OrigCoordMaxY":null,"OrderNr":null,"Projection":null,"GeoDatum":null,"GeoObjectID":23647,"OrigGeoTerm":"North Sea","DutchTerm":null},{"GeoTerm":"Southern Bight","DasGeoID":15285,"DasGeoTerm":null,"DasID":8926,"GeotID":395,"X":null,"Y":null,"MaxX":null,"MaxY":null,"StationName":null,"Precision":null,"CoordSystID":null,"GeoDatumID":null,"OrigCoordMinX":null,"OrigCoordMinY":null,"OrigCoordMaxX":null,"OrigCoordMaxY":null,"OrderNr":null,"Projection":null,"GeoDatum":null,"GeoObjectID":2399,"OrigGeoTerm":"Southern Bight","DutchTerm":"Zuidelijke Bocht"}],"meastypes":null,"dasthemes":[{"DasThemeID":25,"DasTheme":"Biology > Plankton","DasTheme0":"Plankton","DutchTerm":"Plankton"},{"DasThemeID":73,"DasTheme":"Biology > Plankton > Phytoplankton","DasTheme0":"Phytoplankton","DutchTerm":"Fytoplankton"},{"DasThemeID":72,"DasTheme":"Biology > Plankton > Zooplankton","DasTheme0":"Zooplankton","DutchTerm":"Zooplankton"}],"projects":[{"ProID":4139,"Acronym":"LifeWatch","Progress":"Completed","StandardTitle":"Flemish contribution to LifeWatch.eu","FP7Code":null,"GrantDOI":null,"FunderID":"I002021N","FunderIDType":"FWO contract id","FunderCodes":["FWO International research infrastructure"]}],"refs":null,"urls":null,"pictures":null,"urlmaps":null,"spatreps":null,"fileformats":null,"resmessage":"","complete":1}
