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

> Research article (Frontiers in Microbiology, 2022) · cited 63× · AI/ML

**Wikidata**: [openalex:W4214808100](https://www.wikidata.org/wiki/openalex:W4214808100)  
**Source**: https://4ort.xyz/entity/a-comparative-study-of-deep-learning-classification-methods-on-a-small-environmental-microorganism-image-dataset-emds-6-