A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers

In recent years, deep learning has made brilliant achievements in Environmental Microorganism (EM) image classification. However, image classification of small EM datasets has still not obtained good research results. Therefore, researchers need to spend a lot of time searching for models with good...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Peng, Li, Chen, Rahaman, Md Mamunur, Xu, Hao, Yang, Hechen, Sun, Hongzan, Jiang, Tao, Grzegorzek, Marcin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Microbiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8924496/
https://www.ncbi.nlm.nih.gov/pubmed/35308350
http://dx.doi.org/10.3389/fmicb.2022.792166

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8924496/
https://www.ncbi.nlm.nih.gov/pubmed/35308350
http://dx.doi.org/10.3389/fmicb.2022.792166

Ejemplares similares