Image‐based taxonomic classification of bulk insect biodiversity samples using deep learning and domain adaptation

Complex bulk samples of insects from biodiversity surveys present a challenge for taxonomic identification, which could be overcome by high‐throughput imaging combined with machine learning for rapid classification of specimens. These procedures require that taxonomic labels from an existing source...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Systematic entomology 2023-07, Vol.48 (3), p.387-401
Hauptverfasser: Fujisawa, Tomochika, Noguerales, Víctor, Meramveliotakis, Emmanouil, Papadopoulou, Anna, Vogler, Alfried P.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!