A novel hybrid transformer-CNN architecture for environmental microorganism classification

The success of vision transformers (ViTs) has given rise to their application in classification tasks of small environmental microorganism (EM) datasets. However, due to the lack of multi-scale feature maps and local feature extraction capabilities, the pure transformer architecture cannot achieve g...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	PloS one 2022-11, Vol.17 (11), p.e0277557-e0277557
Hauptverfasser:	Shao, Ran, Bi, Xiao-Jun, Chen, Zheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Analysis Biology and Life Sciences Computer and Information Sciences Identification and classification Microorganisms Neural networks Physical Sciences Research and Analysis Methods Social Sciences
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!