Accurate image-based identification of macroinvertebrate specimens using deep learning — How much training data is needed?

Toke T Høye*, Mads Dyrmann, Christian Kjær, Johnny Nielsen, Marianne Bruus, Cecilie L Mielec, Maria S Vesterdal, Kim Bjerge, Sigurd A Madsen, Mads R Jeppesen, Claus Melvad

*Corresponding author for this work

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

Abstract


Original languageEnglish
Article numbere13837
JournalPeerJ
Volume10
Number of pages15
ISSN2167-8359
DOIs
Publication statusPublished - Aug 2022

Keywords

  • Artificial intelligence
  • Computer vision
  • Entomology
  • Freshwater fauna
  • Invertebrate identification
  • Machine learning
  • Monitoring

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